{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1972a352-a0e3-41b7-81dc-dd4ae2b890c3",
   "metadata": {},
   "source": [
    "## Retrieval ReRank"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05d999bc-83a3-454f-a8a4-44cbff1fcedc",
   "metadata": {},
   "source": [
    "<a target=\"_blank\" href=\"https://colab.research.google.com/github/microsoft/LLMLingua/blob/main/examples/Retrieval.ipynb\">\r\n",
    "  <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/>\r\n",
    "</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe3ed1ce-d38d-4048-9db6-9707b55dc642",
   "metadata": {},
   "source": [
    "We know that LLMs have a '**lost in the middle**' issue, where the position of key information in the prompt significantly impacts the final result. \n",
    "\n",
    "How to build an accurate positional relationship between the document and the question has become an important issue. We evaluated the effects of four types of reranker methods on a dataset (**NaturalQuestions Multi-document QA** that is very close to the actual RAG scenario, e.g. **BingChat**). \n",
    "\n",
    "The methods are **traditional Retrieval methods** (bm25, [gzip](https://aclanthology.org/2023.findings-acl.426/)), **embedding-based methods** ([sentence-bert](https://www.sbert.net/), [openai](https://platform.openai.com/docs/guides/embeddings), [bge](https://huggingface.co/BAAI/bge-large-en-v1.5), [voyageai](https://www.voyageai.com/), [jinza](https://huggingface.co/jinaai/jina-embeddings-v2-base-en)), **Reranker based methods** ([bge_reranker](https://huggingface.co/BAAI/bge-reranker-large), [bge_llmembedder](https://huggingface.co/BAAI/llm-embedder), [cohere](https://cohere.com/rerank)), and **Ours** (**LLMLingua**, **LongLLMIngua w/o restrictive**, **LongLLMLingua**).  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee483263-8b56-4144-b50b-184c8171f28e",
   "metadata": {},
   "source": [
    "The results show that reranker-based methods are significantly better than embedding methods. The LongLLMLingua method is even better than the current SoTA reranker methods, and it can more accurately capture the relationship between the query and the document, thus alleviating the 'lost in the middle' issue."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bc410eb9-0932-4260-860b-23e87ca978b6",
   "metadata": {},
   "source": [
    "## Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a970a901-11bd-43af-a8bc-7fb2fc6a1a07",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fatal: destination path 'lost-in-the-middle' already exists and is not an empty directory.\n",
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Obtaining file:///home/hjiang/Code/github/LLMLingua/examples/lost-in-the-middle\n",
      "  Installing build dependencies ... \u001b[?25ldone\n",
      "\u001b[?25h  Checking if build backend supports build_editable ... \u001b[?25ldone\n",
      "\u001b[?25h  Getting requirements to build editable ... \u001b[?25ldone\n",
      "\u001b[?25h  Preparing editable metadata (pyproject.toml) ... \u001b[?25ldone\n",
      "\u001b[?25hRequirement already satisfied: xopen in /home/hjiang/.local/lib/python3.9/site-packages (from lost-in-the-middle==0.0.0) (1.7.0)\n",
      "Requirement already satisfied: isal>=1.0.0 in /home/hjiang/.local/lib/python3.9/site-packages (from xopen->lost-in-the-middle==0.0.0) (1.2.0)\n",
      "Building wheels for collected packages: lost-in-the-middle\n",
      "  Building editable for lost-in-the-middle (pyproject.toml) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for lost-in-the-middle: filename=lost_in_the_middle-0.0.0-0.editable-py3-none-any.whl size=4612 sha256=8c165d20b34c175555284b514a54e16eb68cde5ee3903a6cb8ed76ae4496dac2\n",
      "  Stored in directory: /tmp/pip-ephem-wheel-cache-jw34ldao/wheels/1e/ff/75/6c31681b19235602b007f32c4ec397e7e2eeacc2c76fcefcde\n",
      "Successfully built lost-in-the-middle\n",
      "Installing collected packages: lost-in-the-middle\n",
      "  Attempting uninstall: lost-in-the-middle\n",
      "    Found existing installation: lost-in-the-middle 0.0.0\n",
      "    Uninstalling lost-in-the-middle-0.0.0:\n",
      "      Successfully uninstalled lost-in-the-middle-0.0.0\n",
      "Successfully installed lost-in-the-middle-0.0.0\n",
      "\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.1\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3.9 -m pip install --upgrade pip\u001b[0m\n",
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: llmlingua in /home/hjiang/Code/github/LLMLingua (0.1.2)\n",
      "Requirement already satisfied: sentence_transformers in /home/hjiang/.local/lib/python3.9/site-packages (2.2.2)\n",
      "Requirement already satisfied: voyageai in /home/hjiang/.local/lib/python3.9/site-packages (0.1.2)\n",
      "Requirement already satisfied: cohere in /home/hjiang/.local/lib/python3.9/site-packages (4.32)\n",
      "Requirement already satisfied: nltk in /home/hjiang/.local/lib/python3.9/site-packages (from llmlingua) (3.8.1)\n",
      "Requirement already satisfied: numpy in /home/hjiang/.local/lib/python3.9/site-packages (from llmlingua) (1.23.5)\n",
      "Requirement already satisfied: tiktoken in /home/hjiang/.local/lib/python3.9/site-packages (from llmlingua) (0.4.0)\n",
      "Requirement already satisfied: torch in /home/hjiang/.local/lib/python3.9/site-packages (from llmlingua) (1.13.1+cu116)\n",
      "Requirement already satisfied: transformers>=4.26.0 in /home/hjiang/.local/lib/python3.9/site-packages (from llmlingua) (4.34.1)\n",
      "Requirement already satisfied: huggingface-hub>=0.4.0 in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (0.16.4)\n",
      "Requirement already satisfied: scikit-learn in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (1.3.0)\n",
      "Requirement already satisfied: scipy in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (1.11.2)\n",
      "Requirement already satisfied: sentencepiece in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (0.1.99)\n",
      "Requirement already satisfied: torchvision in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (0.14.1+cu116)\n",
      "Requirement already satisfied: tqdm in /home/hjiang/.local/lib/python3.9/site-packages (from sentence_transformers) (4.65.0)\n",
      "Requirement already satisfied: aiohttp<4.0,>=3.5 in /home/hjiang/.local/lib/python3.9/site-packages (from voyageai) (3.8.5)\n",
      "Requirement already satisfied: requests<3.0,>=2.20 in /home/hjiang/.local/lib/python3.9/site-packages (from voyageai) (2.29.0)\n",
      "Requirement already satisfied: tenacity>=8.0.1 in /home/hjiang/.local/lib/python3.9/site-packages (from voyageai) (8.2.3)\n",
      "Requirement already satisfied: backoff<3.0,>=2.0 in /home/hjiang/.local/lib/python3.9/site-packages (from cohere) (2.2.1)\n",
      "Requirement already satisfied: fastavro==1.8.2 in /home/hjiang/.local/lib/python3.9/site-packages (from cohere) (1.8.2)\n",
      "Requirement already satisfied: importlib_metadata<7.0,>=6.0 in /home/hjiang/.local/lib/python3.9/site-packages (from cohere) (6.8.0)\n",
      "Requirement already satisfied: urllib3<3,>=1.26 in /home/hjiang/.local/lib/python3.9/site-packages (from cohere) (1.26.16)\n",
      "Requirement already satisfied: attrs>=17.3.0 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (23.1.0)\n",
      "Requirement already satisfied: charset-normalizer<4.0,>=2.0 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (3.2.0)\n",
      "Requirement already satisfied: multidict<7.0,>=4.5 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (6.0.4)\n",
      "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (4.0.2)\n",
      "Requirement already satisfied: yarl<2.0,>=1.0 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (1.9.2)\n",
      "Requirement already satisfied: frozenlist>=1.1.1 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (1.4.0)\n",
      "Requirement already satisfied: aiosignal>=1.1.2 in /home/hjiang/.local/lib/python3.9/site-packages (from aiohttp<4.0,>=3.5->voyageai) (1.3.1)\n",
      "Requirement already satisfied: filelock in /home/hjiang/.local/lib/python3.9/site-packages (from huggingface-hub>=0.4.0->sentence_transformers) (3.12.2)\n",
      "Requirement already satisfied: fsspec in /home/hjiang/.local/lib/python3.9/site-packages (from huggingface-hub>=0.4.0->sentence_transformers) (2023.6.0)\n",
      "Requirement already satisfied: pyyaml>=5.1 in /usr/lib/python3/dist-packages (from huggingface-hub>=0.4.0->sentence_transformers) (5.3.1)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /home/hjiang/.local/lib/python3.9/site-packages (from huggingface-hub>=0.4.0->sentence_transformers) (4.7.1)\n",
      "Requirement already satisfied: packaging>=20.9 in /home/hjiang/.local/lib/python3.9/site-packages (from huggingface-hub>=0.4.0->sentence_transformers) (23.0)\n",
      "Requirement already satisfied: zipp>=0.5 in /home/hjiang/.local/lib/python3.9/site-packages (from importlib_metadata<7.0,>=6.0->cohere) (3.16.2)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3/dist-packages (from requests<3.0,>=2.20->voyageai) (2.8)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /usr/lib/python3/dist-packages (from requests<3.0,>=2.20->voyageai) (2019.11.28)\n",
      "Requirement already satisfied: regex!=2019.12.17 in /home/hjiang/.local/lib/python3.9/site-packages (from transformers>=4.26.0->llmlingua) (2023.6.3)\n",
      "Requirement already satisfied: tokenizers<0.15,>=0.14 in /home/hjiang/.local/lib/python3.9/site-packages (from transformers>=4.26.0->llmlingua) (0.14.1)\n",
      "Requirement already satisfied: safetensors>=0.3.1 in /home/hjiang/.local/lib/python3.9/site-packages (from transformers>=4.26.0->llmlingua) (0.3.1)\n",
      "Requirement already satisfied: click in /home/hjiang/.local/lib/python3.9/site-packages (from nltk->llmlingua) (8.1.6)\n",
      "Requirement already satisfied: joblib in /home/hjiang/.local/lib/python3.9/site-packages (from nltk->llmlingua) (1.3.1)\n",
      "Requirement already satisfied: threadpoolctl>=2.0.0 in /home/hjiang/.local/lib/python3.9/site-packages (from scikit-learn->sentence_transformers) (3.2.0)\n",
      "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /home/hjiang/.local/lib/python3.9/site-packages (from torchvision->sentence_transformers) (10.0.0)\n",
      "\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.1\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3.9 -m pip install --upgrade pip\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "# Install dependency.\n",
    "## Lost in the middle\n",
    "!git clone https://github.com/nelson-liu/lost-in-the-middle\n",
    "!cd lost-in-the-middle && echo \"xopen\" > requirements.txt && pip install -e .\n",
    "## LLMLingu & Other\n",
    "!pip install llmlingua sentence_transformers voyageai cohere"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8676ffa-5117-44dc-9742-bb9ab1d56e0c",
   "metadata": {},
   "source": [
    "## Evaluate the Reranker Performance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd7991cd-1db3-4392-80f9-9db73df84361",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Setup LLMLingua\n",
    "from llmlingua import PromptCompressor\n",
    "\n",
    "llm_lingua = PromptCompressor()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1f8ca84f-3c36-40c6-ab3a-b8acba2b8a8f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "from xopen import xopen\n",
    "from copy import deepcopy\n",
    "from tqdm import tqdm\n",
    "\n",
    "from lost_in_the_middle.prompting import (\n",
    "    Document,\n",
    "    get_qa_prompt,\n",
    ")\n",
    "\n",
    "\n",
    "def get_reranker_results(rank_method):\n",
    "    path = \"lost-in-the-middle/qa_data/20_total_documents/nq-open-20_total_documents_gold_at_9.jsonl.gz\"\n",
    "    d_idx = 9\n",
    "    res = []\n",
    "    with xopen(path) as f:\n",
    "        for ii, jj in tqdm(enumerate(f), total=2655):\n",
    "            input_example = json.loads(jj)\n",
    "            question = input_example[\"question\"]\n",
    "            documents = []\n",
    "            for ctx in deepcopy(input_example[\"ctxs\"]):\n",
    "                documents.append(Document.from_dict(ctx))\n",
    "\n",
    "            prompt = get_qa_prompt(\n",
    "                question,\n",
    "                documents,\n",
    "                mention_random_ordering=False,\n",
    "                query_aware_contextualization=False,\n",
    "            )\n",
    "\n",
    "            c = prompt.split(\"\\n\\n\")\n",
    "            instruction, question = c[0], c[-1]\n",
    "            demonstration = \"\\n\".join(c[1:-1])\n",
    "            corpus = demonstration.split(\"\\n\")\n",
    "\n",
    "            idx = llm_lingua.get_rank_results(\n",
    "                corpus,\n",
    "                question,\n",
    "                rank_method,\n",
    "                \"none\" if rank_method == \"llmlingua\" else \"after\",\n",
    "                [0] * 20,\n",
    "            )\n",
    "            idx = [ii[0] for ii in idx].index(d_idx)\n",
    "            res.append(idx)\n",
    "    logs = [rank_method]\n",
    "    for idx in range(1, 21):\n",
    "        acc = len([ii for ii in res if ii < idx]) / len(res) * 100\n",
    "        print(\n",
    "            \"R@{},{:.2f}\".format(\n",
    "                idx, len([ii for ii in res if ii < idx]) / len(res) * 100\n",
    "            )\n",
    "        )\n",
    "        logs.append(\"{:.2f}\".format(acc))\n",
    "    with open(\"retrieval.csv\", \"a\") as f:\n",
    "        f.write(\",\".join(logs) + \"\\n\")\n",
    "\n",
    "\n",
    "for rank_method in [\n",
    "    \"bm25\",\n",
    "    \"gzip\",\n",
    "    \"sentbert\",\n",
    "    \"openai\",\n",
    "    \"bge\",\n",
    "    \"bge_reranker\",\n",
    "    \"bge_llmembedder\",\n",
    "    \"jinza\",\n",
    "    \"voyageai\",\n",
    "    \"cohere\",\n",
    "    \"llmlingua\",\n",
    "    \"longllmlingua\",\n",
    "]:\n",
    "    get_reranker_results(rank_method)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30d07f36-32f2-4fbe-a65a-6675f390f5e9",
   "metadata": {},
   "source": [
    "## Plot the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a13c5ca6-78c5-4801-a3bf-8ed2e8db0685",
   "metadata": {},
   "outputs": [],
   "source": [
    "recall_str = open(\"retrieval.csv\").read()\n",
    "recall_list = [ii.split(\"\\t\") for ii in recall_str.split(\"\\n\\n\")]\n",
    "recall_list_data = [\n",
    "    [ii[0], j + 1, float(k)] for ii in recall_list for j, k in enumerate(ii[1:])\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b6764d80-8927-4df0-ad4c-d84948d15b92",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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3UaB5WIlsdYAGexa7fDelxLKVpGq4oRY5wo63p3EWGUAjWg5q6SctxWGLPo+xZcvooyjbPkYjxXq9G9ssu6WIjF1ntHsukqAcIiP0EEsGZKb2DPQ2GGMwDBOGYcKyklhdXYSUAtVqGZ7n9SX01gmyRNsI0zRbbm81PKhXWpV2t7u99c7vR4l4u310Wg9BEARBEARBbDdqtXqf+lQqc9QLzXhvxkCGRXswRk4DiPdubHGZpr6N26GkuDOM1xO6Mta2oov0o4xcLn6B1tcfJdpJx7bCEe0F7yhK1k0uJfacUoh7NOjzy6vXp7Xp5hnANA3cnIZuDF4qBphmAqlUBqWS6gtdq5WRSm1+kHQnSGpuI9Lp1tMyS6XNlzG12kerKeSd1jOotbS7PYIgCIIgCILYzlSr9eGcicTo/L0blYoxodg4HAaN2yOisWmgzLDLn0eXerKxLnCjjxsYIucDIyXmAlpFWVssk60rHUfwfq1HH5e7bQVlD49BV3eri/21308nod3tfrYGCQAsesggmB+qZfVLBUcZ87czdZwxgINBgzqU0CCYAZtnoBva0NuXJBLpUGpWqxWSmkQc0zSRSqWapo4XCoVN77vVPiYmJta9Tqvz+7GWYOJjlEwm03aAEEEQBEEQBEFsV4QI2jcx6Hp//t6N9VmUElJEypd9mdZeVkbTkH1ZzjFDIHhjZdvRxzwiMjsTlREDMWn1E92KyO0oIaMMcOmxXW91mXfk5lk324Hwy4bm7fGTw5aCLR/JTSxiYM+MLyYlUydk7DQiX1LE0SDB/bOVpFSCW/obWHjl0GWCSajrSBa+1CTjEEypTVdLA2DQjeEPmVP/hqk7W/+3bcC3OZRbIfrG7OwsHnvssdi2paWlTe+31T5mZ9dv7DozM9O0bXFxcSBraXVbBEEQBEEQBLHdEUINgeGcr5uqCfsphsNgWgjL8LjY1u5pdKinJMO0ZDRNiYjI7P9No7V0bC0i25Zhb3cRGWXId2PgScp1JeN622Xr5bS7zgDpp3Tc8ldpKCLVHWgUk8FpJR3VFK9AMqr3X+t9CQ4IxuBpgOAAA0PKEzCFimOyyHWC0wzM7+UqwcDAoZKYDPUUfXAlJTPVtVwtDck0QEro+vBKz8PVMAbOOYTwwn/bBg1JzW3Gcccd1yQ1Dx8+vKl9ep6HhYWFlrfVaS2NLCwsbLohbKv702ktBEEQBEEQBLGdkFLCcx0Iz4UQAowxOLVqXVhG5aUQLQbfEBuhfZoSvhQcQrl3tNdjVGxFn+Og/JSk5JbdeLuUY9fpxQ7px0HJx36nG7u+jW4IBGGL7a1UrWzYFF6PtdjWcf/xK8YkJeopSCalf1j/Ca4pI/sWnMHlvrTkDYtqAWMMCSGR9IQSlpEkpvKZdcHJwcCEBw4ez2xHf0WwIOepcHkKginFp+kcnA/qFTZakNTcZpx44on4/ve/H9v26KOPbmqfhw4dajmc58QTT+y4lkYcx8GhQ4dwwgknbHg9jdIWAE466aQN748gCIIgCIIghoEQAq5dhWNX4dQq/mHr065dhfA8TJ90JsxkBhZLoVYpbvVd2Iask6bcUNn3ppZSPxIVV2HPzF7WMOJCYt27EdFTDSHHbiqzO97zLh/CQFhtDtny6Ab3UIf199W4oX0FIrFtIpHFHsPG2+hZOA6Bupj0T/tpSghVsh1NV4Zr9Mu9BVOi0uNMHWr11GbXNx5JXobKkgGaAFKugOYnL8HispIxBs64LzEl4Dpo/eKVkIxDIh4ic3kCgtcHKxtDHBC01ZDU3GacffbZTdvm5uaQy+U69sBsx7333tty+1lnndXzWgDg/vvv37DUXFlZwdzcXNP2M888c0P7IwiCIAiCIIiNIqWE8NyOgjI47dq1rV7yUUn7Cenq3CEsoH4klJWRlOV2T1O2XXok27aOnIyW3vZTxbZaVitxtvG9s/B4V89eD7c5lFeDLyVblkcDoZSMnh89bLxDXT0Km3rcG28veo6MiMhWhzL+OpT1HpPh29AvCw8EpTrNY9IyOH+zdyFSNB6Tl8EFOBgY4+AAEp4Hw/MQuRAABh6IzIjglFICXptelIzBk0GpeR2PGfB4IrZ1K/ppbhUkNbcZ5557bsvtP/vZz3DZZZdtaJ933nln07bJyUkcf/zx617vhBNOwMTEBHK5XNNanve85/VtLQBw3nnnbWh/BEEQBEEQBNGIlBKuY8OulmDXKnCqZdjBT62sZKUvKkXwYZQYIEpQth5WNNwy8KYS8K2UlRu56XUEZav0ZEshKfsrJ+OrWGd7lzfa9i6ybi4UryPfsme3ISXZOi3Z/vyuH6wuEqH189mGnviofGT+HluJSRbckmw+HV1CVD5KPz0ZyFvZeN4gXqgRORkT+S3kJVAXmIwx/7g6T/c8mK4T/k7h4WU4eLsEqOe0/p2n6arUvKFPpWAaXC3VcFEOzklqEiPK6aefjpmZmaZhOrfeeuuGpeatt97atO2iiy5at1E5oCLSF110Ea699tqm/b397W/v21pmZ2dx+umnb2h/BEEQBEEQxLGF5zpwahXYtYqSltUy7GolFJZ2tQynViFZOWSGmrYMy9Drm0ZKVnZFC+HjbxgFOdmORjkZU4iDXIxESxnU92eZRZ6BiDBcr3S7VVqyl2em4+PW5vxe7nusf2TDAJzWgrIzwf0OS7sDIRluZzFBGWxr/9rvEw3PQeN9aScvgfYCM3YZIWC6DnQhVRKT+9fpsCzpthCanANcB2MMnhsXmpJxODzdtMZjqfQcIKm57WCM4dJLL8XVV18d23799dfjne98Z88Deh588EE89NBDTdsvv/zyrq5/2WWXNUnNBx98EA8//DBOPfXUntbiui6uv/76lrdBEARBEARBHNtIKeDUqmG60m5MV1YrqFVL8Fr0iieGwQDTlg2JyuYyaNlRgDQLhY3XEkdLXln0Ai3X0Hlt7Ri8nGSd9xvIuMimUNyF2wcsiNtI6KYt4VojCUd/e5N8DC8fl4/tLh+7gV6XvyEp2fm22j32gXTkHQRlt3ISqN8H4U/zRkNaMnY8uHyD8JMtjjUtv93vinWeh408K1Gd2UpeAt0JzMbLJzwBw/PAmQ7Wg5qRngvIiLRkDNB0MKYSlxKAFJFHkDElNFlzItMwSWoSI86v/dqvNUnNxcVFXHfddXjRi17U076+9KUvNW1LpVJ4znOe09X1r7jiCqRSKZTL5dj2f/zHf8R73/ventZy/fXXNyVQAXV/CYIgCIIgiKOTYAq4SlVWwjRl8OMEictaZfTDdUc5rdOWdZHZTJBoY+snCYMp0RFBGR5HK93QnK3aMO1Sm63kyhZMoGdgkJAd9WM9fNadvo1KyXCsEms8r7/3N5ribCcZ69tjuriefIxcp/H4oNTvoKRkNygRGZH50dLtiKjsRVACvoTkLCIkGRpLu6PbYunbyPtAhu/R6PPV6XUTeTUPKL0be7+wzvq+V4EZoHMdBjdgCgnNrigx2UI0rocUHiAilQOaDnAt3k1BRB9TBpenIFtYU64xaBqH54mm845WSGpuQ57+9Kfj9NNPx4MPPhjb/tGPfhRXXHEFTNNsc804+/fvx1e/+tWm7S95yUuQSqVaXKOZVCqFF7/4xfjyl78c2/7Vr34Vr3rVq/CEJzyhq/3Yto2PfOQjTdvPOOMMXHDBBV3tgyAIgiAIghgthOe1kZTleuKyVoFw2wxGIIZDw4d+5fmiJeJB2pKFMUUWuQZjTJ0fkZSxBOWGZWCPxqNrEbnx9GQ/aBQsjUJyM6nSxgRlrPQ5PK/7Ox+TjS3EYkcp2XC5tgteh4X5Bbz+ta8NT3/lmq91ufr4mta7TJcbN0U0MdlSSPrvm6jo7xaVkmwtJCVvFJTB64yFb+lI0XWwx7qmDH4XoFFoRm6/iyeyX49o47ukXdKy3XVVKTjrWWACqi+mwQ2Y3IChGWBCQFaLgGf3cA/qSCnqg4EY99OZzesREanp8gQEM1ruzzSPPcV37N3jowDGGF7/+tfjzW9+c2z7o48+ig9+8IN4z3ve03EflUoFb33rW+E0lOdYloXf//3f72k9r371q/Ef//EfsO36G9lxHLz1rW/Fl7/8ZSQSiY77eP/734/HHnusafvrX//6ntZCEARBEARBDB4hBFy7qobsNEhLVQ6uxCVNAx8yzE8bBT3cGo8zBiklpBTqR/g/ngfpeb6YlGH/SRYcj4rJQacV2+2/1+1DhoHhL//uY/jOzd8DAJx71jn42z/5s8j53XPdjf+Nv/rUx8LT3/3Xr7WUlYGwa5SV0pc8kgHzCwv4/T94XdNtfPoTn8Su3bvq+2QRjdVCRO57eB/+z//31qb9fOlf/xnJZLJp+92/uBt/8q53h6f/7tOfxo6dO9a/461gzUK0SZAOSUq2uoWolFzvMERG9V97FdgyPRnKSRaWd0vOALBQ7KmDuKDksW3BLStBKf1WERISInJ6/dUNFrZBYdlqP1FxycBbBZk77sXgeigxNab5v0cFZK0MaVew0W9IpJSA66g7yXWAt+67Gf3163ETHrfa7vNYKz0HSGpuW375l38Z//Iv/4Lbb789tv3LX/4yTNPEW9/6Vuh666d3ZWUFb3rTm3DPPfc0nXfllVdiz549Pa1l7969uPLKK/GJT3witv3uu+/Ga1/7WnzoQx/C1NRUy+u6rou/+Iu/wL/8y780nff0pz8dL3zhC3taC0EQBEEQBLExPNeBY1fV5G+74h/Wp4BHJ4K7Tm1Lk27HDAwxIcl45HhEWAaEwlIISOFBei6E7QGe8EscReQTcjyt2DcFtE2lZCOtylUDYRQ73Xh+5Hi3j2ldTEpIxpomOpeNxiQki/W1bNwepWa0XsUNN9+I//nbL+9yhcCN//29zndindNBgrAlTdvZ+uf3bqa6Zl1RKZUgDPtSNlw3vMuhFFT/F0B9ineknFsyro5zVi/x9iVlXELWZWWvM61DcSkkJMSWi8vNpCzb7zOQlhtLXzaiMQ2mZsDg6ie6LyklpFNT6Uy5yWFzngNwTaUz17mYFOrLJsF0uLx9RS3jDLrOR/VX6sAgqdkjBw8e7LrfZCO/93u/1/Ey3/3ud3Hcccd1tb8PfOADePGLX4x8Ph/b/oUvfAG33HILXvnKV+IZz3gGdu3aBdd18dhjj+GGG27AP/3TPyGXyzXt77zzzsPrXtf8LV43vO51r8Mtt9yCu+66K7b9Rz/6EV74whfiFa94BS6//HKcdNJJ0DQNc3Nz+MEPfoB/+Id/wL59+5r2Nz4+jg9+8IMbWgtBEARBEAShytpcu9ZZVNrqh0rAhwPXNBhmAoaVhGEmYCZS0A0TjGuwUllfWEY/RAslJCLpSiE9yEBUeqKesPQ//G7qU+1RIiVb0bLsex1JuVmi6crohOe65AI8/0ZFkLwDUG2oLLUH8Kn95ptuwv94+f/sSv64rotbb7ml5XmhkG2wuLLRvvn3b6vgLcq9G4VlNyI6+pwKPz0pgvQkr5d3S+6XeYf9KBtTlL2J705riqYuhRSxBOYw6VfKcr3981BgBmXkm9+nofkl5dyAxlunHaXnQtaKgLuxUvPYvoQHaEZX7z8pAck0f9J5e461qecBJDW3Mccddxw++tGP4rWvfS1qtXhpz8MPP4x3vetdXe/r+OOPx8c+9jEYRuveDJ0wTRMf//jH8du//ds4ePBg7LxcLoePfOQjLXtmtiKRSOCjH/0o9u7du6G1EARBEARBHK14ngunVoFrV5vSk03C0q5SmnJI6Kbli8pETFgaVgK6mYBuWGCcA1LC81wlm/3nUQAqWSkF7Gqp3r+yUVKKoBS8Li3X/TjcKBvbyset7S+5WYYtKoF2stKfCu3jcaCQqJdzy9g1t44dO3ZgYWEB83PzuO/e+3D2OWfHzo+mPwN++tOfhkGa4PohkR6NA1vzzp24+r+uadoelZJBgnIjojKKek7rglKJywZpyRnAuO9pW7z+erzNrtcWLROXAmLI4nIQKcv2t9Xf9GWwV844NMb9Qw0G16Hz1n0sA6SUkHYZqJWx6fcw4+H7pdt7IwT8SefrX+NYLD0HSGpuey666CJ85jOfwZve9Casrq5uaB/nnHMOPvGJT2Dnzp2bWsvOnTvxpS99CW94wxtw7733bmgfU1NT+MhHPoKnP/3pm1oLQRAEQRDEdkBKCdexfRFZT1LW+1VWIwKzAo/SlEOBcQbDTPpy0opIyrqs5JquEllCwnNrsdSrU6ugXMiFz2NTub4QYLYDXnMweeZ5YNlxVYJYrtbFZTs6ycptlJzsjniyrVch0AuxvpUsPnhFBD+8nrQMFqEecgk3IjXVdYb5XEQel8iD0yhrLrn02bj63/8DAHDjjTfirCee03HPN/73jfXrX3Yprv63f9/kWtvTMk0ZlZaRw16RkURl+NxyVpeW/nOtHrNAqDWsrQ/3cd01AvW0pZQQEEMWl8ORlo23ycOel4HM3Nh+NKaB+9IyKjCDn17FqHRqKp0pNllqDgCmXzpul7sXmhKweQqy00R1xmAYvTYnODogqXkUcOGFF+I///M/8YEPfADXXXddbCLZegRDgV7/+tfDsto3m+2F3bt341//9V/xyU9+El/4wheaEqTtYIzhBS94Ad7xjndsWq4SBEEQBEFsNUpW1lAt5VHNO3DtKqrlElZX1uDYFbi1KmxfXkpxtEmo0cawEjCtJMxEGkYiCdNKwUyoH003wr6UQZoySMFWSnnkV+a7K9f3PHDbAas54LYD0z9kNVsdOvXr8hPPBEt56tOrF/ngfNTLyjrx7oHou7hslJVhAi/S59DzpaXq+yhjV26bshzSU1IXMSx2EJ4I5aqM3Fe1cNGwyKddeCG+9c1volwq44ff/z5e/ZorYZpm29suFAq44yc/AQDMzMzgiU960oakJpeAJpuFZbQsvOmudYmEkpMI5aRKzaqSfu6fB0gwSH8cEmvoWzkMYRlFxMrE670uh0H03TUscalupZ6+5JEUZrfwSMKynbTsF1J4qm+m24dhd5oBlsgAwoOs5DtfPoKnpSBl5wSmrnMM9xU8OpDU7JEdO3bg3/7t3wa6/42wc+dOfPjDH8a+fftw9dVX45ZbbsG+ffsghIhdzjRNPOlJT8Lll1+O3/zN32w7wGczWJaFN7/5zXjFK16Br3zlK/jv//5v3H333bHp6ADAOccpp5yCiy++GC996Utxyimn9H0tBEEQBEEQg8SxfXFZzqvDUgHVch6VUh6e4wAATEsHY8pJ2TVKWg4KTddhJFIxSankZf0013Q4tQpqlSJq5SJqlRIqxRxyiwdRLRe7n9buRqWlHcrL8LSr5GS0lBxS+mXmMhSnEBLSc5XQBFSd4VFKbB5zH6VltKdjkLYLSoaDdKUXysrGa/rPUYPE7C9ReRTf1ng0EJSMN8iZ6GkZHe7ii7AeXjamaeCiX/olfPfb30G5VMaPb7sdv3Txs9pe/tabb4HrC/yLL31205MWiEneICuthl91CRdIOt2vEwieV4a5pQW86rVXhtv/65vfjJSD18t5P/pXf4XvfecGAMD/+N3fwctfoWZa3Pnjn+A7116HfQ89hJXlZSSSSRx3wvG46OJn4YW/8isw1pG6jTz+2GO47hvfxJ0//SmWF5egGzpmZmfx1Kc/Hc970S9j5y41Uf43rnh+eJ1P/MPnMbtztklcvvf//F/c94u7AQCve8sf4tlXdJ7d8fIX/np4/KNf/HvMtgkECSHw0L0P4Bc/uxMP3f8ADh88iMJaHp7wkMlksWvPbpx97pPwnBc+DzMbdBDrEU4cD/terp++ZH5peF1Uak3ScvPl550JS83t8ua/SGIczEoDRgLwXMhKobfrmyk4to5ufikdq/00AZKaPWOaJs4///ytXkZbTjnlFLz97W/H29/+dtRqNRw+fBilUgmapiGbzWL37t3QtOG84KempnDllVfiyiuvhOd5OHLkCAqFAjzPQyaTwe7du/uWECUIgiAIghgUdXFZiAhMddx1Nj8wgFgfxhkMq1lQmlYKRiIJK5GGYSWhGyZcx4ZdLaFaLobiMr86j1q5hFqlS2kpZSgtec0Bs23/sH4abjBJ3JeVkb6XQta3j0IPxWHR17RlIC+CRCXqklKGolL6p4NbkJED/7GPpiz78lQEw17i24KDuLZhYBv93NWwVvWa2tiuWvHsyy7Fd7/9HQDATd/7XkupGcjJmyNTz6+45DLkGlqepR0g2cIq8A7rrZeCK5EbKwOPTAlnjMEuxz8zuoYWloa37mgJgDFUKhV88m8/jFtuvDF2KcdxcN/d9+C+u+/B9d/4Jv70Lz6ImdnZ9RcM4Cv/+m/4l3/4x1DyAgCqQLFQxKP7H8E3vnYNrnzTVfilyy6JXc+TLjw5mC8s4uXi6vihxx/Hn73j3VhZWm55ndzqKnKrq7j/nnvxn//xFfzmy1+Gl/7Oyzd8+92kL5tLwuPSstfU5iCQrg1ZLfSn1NxIgllpMM5V6rOyhp7exLoFqSchqt39jaEfo6XnAEnNoxrLsvCEJzxhq5cBANA0reup7gRBEARBEMMmKBWvlBrEZbnQfXqP6BndtFomKo1I2tIwE+GHXdexlaz0hWUpvxI73ZVklhLMjkpKB7xmg/k/vOYAnhcRlSIUl2HCcgupVj0cOlxBoejCdoa7llbKobOGiJZMxxOK4aCd6OnothgydtC03ccwNaSyOnadkIKVaCcVW/ef7FTe3ZFuLhdLWgab4vdNNkYv+yg0GYBzzjobO3fuxPz8PH7+sztRXsphamKiabjO44cO4qGHHgIAnHHqaTh5z3H4+UpcagrOIDTuT/2G6jPLAM+MqwY7ZaGWSdQTteqiaMzvBVO7EUv2xR8A3oX8EkLgL/70fbjzpz8FAExOTWH33j0QnsCj+/ejWq0CAA49fhB/9q734G8++fGW4Z+gn+W/f/mf8a//8E+x82Z37sDszh2olCs48OhjqNVq+MRf/S2S6VTH9fVCu4xj0IOykcJaPiY0k6kkdu7ejXQmAyE8LC0sYnFeDXvyXBf/8U//jGq5gt+98vfXXYdKX/LYAJ/gnRQfwBMITK0uLbdYWK6HFB5krQQ41c3vTNPBElkwTQ1gllJAlteAXv7d0HSwZBZOrTu5quuj/fgOGpKaBEEQBEEQxDGB69gxYVkp5cMEJonL/sI1LSIrm3tXBklL3iARQmlZLqKwMo9qpQjbP12tFMOS/tao8m7YNljVBq/aQK2mxGVQFm674K5b72PaIlE5ygXgi0s1PPhQAZ43+ARo61Z7jbXHDdsaPlgrOake31iZ+HqWrrGVaEejF0+E1ioCxTUHS0eqOPnscUztTMQvO8jP/k1tUCMdLYcQ2o32pwx+rAYvknSAtMvw3EsuxZf/49/geR5uueUW/Mav/wbA1ACdQDx++/s3h9d79vOuQC2TgJ2Kl2rb2QS0pEpSqpCsesbchuSY1BikFmyT4dPQ6vnth6C57uvfQCGfx/EnnoDXvPEqPOm888LzarUa/ulzn8c3vnYNAODR/ftxw/XX4/IXPC+UmNHhPA/d9wD+7Z++HF5/7/HH4TV/dBVOP/uscFuxUMB//NM/49tf/xY+9Tcf2dCaQ0XYhz6XO3fvwmXPfx4uuOhC7D3h+KbHdO7wEXzln/8VN9/w3wCAb3z1GlzwSxfhzLPPrktLPw2r5KTWUlqqw61PWW4EKSVgVyDtUl9LzYPHQkqpemiKHtrOMA6WHAdjHM66/97V0Y/h0nOApCZBEARBEARxFOE6dr1MvEFgkrjcPLphQrcSMP1J4LqZaNm/UtPNpg+5waT3WkUlLFfKB1CrlvzelurHc2z1QdPzlKBsOJSeC1ZzlJy0bZWytF1wx/9xhZoevg7btSC8WvX6JzTDQGJjb8f2grKRepoyIiwhITtN/G4zb6fdrbENikghJPbfl0d63ISV3OSH/i7SlbFtCBKHm7vZgCA9GetbCYTiSV2oLiPB/UPGIKy4hKylLVTHkrj4V1+IL/+HmhVxw8034kW//bLY5YQQ+N73VOm5bhj4pcsvhcubMqRwPAeap4ctB9YvIx7eu6+Qz+O4E07A+z/0N0ilM3CF5w9PkoDO8Luv+X0cOXwYP73tdgDA977zHVzyvMtb7utLn/28+j0EYGbHDrznL9+PsYnx2GUy2Sxe9YbXwrQsfOPqr7VdV1Obhsj2fonBk087FR/+3KfBG3uzRti9Zw/e+Lb/D9nsGL75tWsgpcT113wDTz//QiUuuRbrZ3m0oUrNi70Jx3YYCTAr09QLV9aKgNtDixrGwFLjYFyD8ASE191XbCQ1CYIgCIIgCGIb0SwuC+GhU+tD+dgxBOMMhpmEYSVgmAn/MBkeBgJT98/jvP2Hp0BaVstFVItrqOZzqBXX1PFSoS4thQd4IiIrg9MepOOBex401wP3BLgr6of+cbZtteTmOHS40p3QDB1gRHZFD7ugUViqY2gjLBv329DjstPFW2/qC8ITmHu8hBNPH2t/IdmcFWwlLAdBLFWJIKHIoCMuRwzTUoOOgj6UPTxgQm8QUkxNAN+xaxfOPOds3H/PvXhk3z7s378Px590IgD1Xv7Fz+7E0uIiAODJFzwViUwSnnAhZTz6qXMdpl9qG7+ZwSX36olQX6j7aWvRoFxf/cbXw0hacITTMhH6whf/aig19z3wEDzPaypBf/yxA3jw3vvD0//rNb/fJDSjvOx//Q5+dPP3sbSwEG5jGK4YNP25FY39LjWmQec6dK6HfS2veu2bcMO3rkWtVsNPb78dCW5B149eTSSFULKxH6XmXAdLZMD05kFT0q4AdqWn3bHEWFi27rjdCU1N4+B8+6Vk+8nR+2olCIIgCIIgti2e6/g9LvNNApPE5fpouhGRlMn48dhhomWish1SSrj5PCrLCyguHkFpZQG1UhG1agm2XYFtV+B5rhKUrfqHSQkmZCgn9Vbi8iie/t0LjT30GIBi0Y14yYY+lT2UqzYJS7+/oYSM7II1HDZuD/cWGcwzmpTWHF96DU9WAuqR0kREXPrCknGVoEQ4FIfXh+X41xVG/GN6k5hsIFr2DT8hGuRn3YahJ7ZwYAtV1nrJcy/H/ffcCwD43re/E/ZUZGC4yS9LBoDLr3geTM1U90mLr20Q8lLKSNMCKeE13gfPbrp89BAA9hx/HM584tnrti847awz/UEuAo7jYGFuHrv37old5s4f/yQ8Pj45gac94+kAGgf0qC2Ammtx6RXPwdVf/peu7+9mCeSl5peJ61yDwXV1mmvrpi3NjIEnPOEU3H//vahWq3jkkf047bTTh7b2YSCFB7g2pGv7ycnNlpozMDMNmMmWr/8wBdoLVhrMqA/Ecp0u+2ke4ylNgKQmQRAEQRAEsUV4rhMTlpXIcRKXdRhj9cRkICjN9rKysU9lL0jPg1cowM2vwV5dQXFpDqXVRZQLq6iUC6h5Nrx2XSeljAtKTzQlLjuVhh9tRDrTgQNqyIa/nfsiQocWDtzQGIeSlPWhK8wvI2a6DvAupK+f5GsevhM89p2EZXRS+OhKy7YratGTU/bxddeqb2Uw8EaLiS4Obll1ebkJ9+dJEZeWQLOobYNoM6CEAXjmJRfji3/397BtG7d+7ya84n//b+i6jkqlgtu//wMAQHZsDBc848K+pWkbhWVwPEhbtro3jZPD292nKKedeUbHy5imiWw2i/zaGgCgXCyF5wXScv+DD4fbznriOdD15lRqI2ef+ySgz1KzVXn6uDWG2eQ0NL+3ZcuhQYUCbr/9h3jwwQewuLiAUqkIx4mXXB86dDA8vrS0sO2lpmph4kJ6NuDWAK8PJeYBRsKfat7631npub1POjcSYGZ9uJQQEl6XSc1jeep5AElNgiAIgiAIYmB4notaOTKUp1Tw+1zmYVd7K806mtB0XZV0R9KUpt+jsrEMXDesvqahhGPDy+fhruXh5dfg5HIorS6gvLaCSjmPmnBQkw6caJmplEpKehKm56nelZ6E5h/nnvo5+mFNUjImLaPlnm3qrJmmg+k6mGEoUWmZYJoGcA5mWq3LsxnD2LiFfMENU5kyKiwRF17t1g7/MrELhcJvtMRly9VsYInpbGcJBbTpWynVabBIujL48VOWgtd7forIFwqSMch1EpayjdCTUsJt6PPXeLoXGlO/OtNhchOMAeaYiQsuega+f9PNWF1ZwV0/+xmecsEF+OEtt4bTwS++9Nkdy5GjydAgNeo1pK5tz0HN69xfMCqg66/q3n+3TExNrnt+8LgEpdoA4Nh2U6JxaXEpPL73+OO6uu29J3R3uVaoQTzRxKXhl4xrTWtL6gmYWnPpMwDk83l8+tMfx7XXfgO23X1fx2Kxx4ThiCClAFwH0q2pNGYv08a7gWtqqnmLUvNwDUIoodnLlyiaqfYb+Te+25Qm1zg0jaQmSU2CIAiCIAhiUwjhoVYuRqaJ+8nLUgF2tTRqrmQomIkUEuksEqkxzO6aRWZsAoaVQqkiYJgJaF2kfTaKlBKiWoWXzyt5mc/ByxfgrOVQXVtGpVxETTq+vHRhew6Y54ViknsChitgRU4fC8KSgYP7ved4NGHJ6iKzURA170QlKsMfX1wy3QAz/MPIh1dmmXCTSbWdc2iplJKbfkmyxwABCQ8Cs2cZOLBQged6HdN5o5627Jew7ATXGHadkApFZWPKMtQBkTJwqUWlJYO34X51EsKffh5O0pYx9ddX6q/ViGxnDEZDubiaVF0/fdkVz8X3b1JTzr/3nRvwlAsuwPe+c0N4/rOf+5xYUrRVKTgXzam1TmnKVvKyn+i63lAi3vp5jG5t5aLKEcmXSme6uu1UOr3u+dEJ4gFZM4s96V19+QJraWkJV131Ghw8eKDn63Y7cXsUqJeV1wDXwUB+iTAGmCkwM7Xuc6Mmna8BojshCUCJ0uRY035dp8uUZoe2FMcKJDUJgiAIgiCIjgghUKsUm4bzVEp51CrFUfIlQ8NMJJFIjyGRyqrD4HgqG5OWU1NpaBqH5wl4K6V19tg9UkqIYhFuIRCXaxGJuQanVkXVs2ELG7ZTg+PU4Lo2EO1h6QkkPYH0MdHHsp6ejEpLznyR2W1xbSAtW8nKQGRyBp5MQUulwJMp8FQKWjpV3+b/aMkUHCawsHgIQggIjaNsAp504AkPsmEoEDOBk580gX2/WIHnyriBGaG0Zbdl4f0gNj1axrfpnOG008cwqeuQgjUJS8E53EjKshdaDaqRvsQMLyMlnH5MVo7QKCzD/3q4D1LWZSukxJOe8mSMT05gbTWH237wQzy87yHc/fOfA1B9KU86/ZRYUlR0mUJrnhYvuiob74XGvpaDmibeK1pDojJtpDBhjfupy3riUud1HaNzrW/r/cAH3hsKTc45Lr30Objkkktx8smnYnZ2BxKJBAyj/m/UVVe9BnfeeUdfbnuQhGXlQRqzz++vJnRLDQJaZ0BesC5ZLQBeD0KYcbDkePPEdCnhut2JUYP6aQIgqUkQBEEQBEH4SClQq5Ra9risVYqQYuuFybAxEkkkY9JyzE9gZgeatgTi/S2jwlId5iFtG57rwHZqsJ0qXNeG69oQjgt4btjDkgEw/Z+jl9bSUmO8fSl4KziPJC3rwpLrOrhlgY+NQUunoSVT4OkGcRkIy0Qy9kHV8Rzk7SLydh55u4C8PY/8YgF5u4CqV8N5ydMwpqfBOEfNq6krSf8DfORHSoGJSR1PvGAKc4+XUMo7cGrDFtKNoqrl5r4Q6/wZJCxRl5f1Cwb9KtWhkdCQHjex+6QszLSB2gZuOyYtZVDev37fx8g1N0wwtb5RbpncaCu8pKxL1ejAoGCVTkM/QUe6cdnKgWdd+mx882v/CbtWw0c++FdhivKS51zecc1KkgaNEGLndLxuJ1j8VVBf8hAniUdTl+Vy/EupIHFZnyquQecG8tVc7HJZM4O0kcJm8bzOsuuhhx7Abbf9IDz9p3/6flx22XPXvU65XN702gaFKiuPDPnpd1l5K7gGZmVig3vWQ9rlHqepM5XQ1Jp1XLcpTcYZuHZsTz0PIKlJEARBEARxDCGlhF0t+aXihUi5eAHVcgHymEjtxQnEpZUeaxCYgxeXQX9L1eNSCUsnvwZ3aQlefg3SdSFdF8JxfWlZg+c6EK4LIQVEQ685BuDozG6wMFHJWP0471FaMl2ry8pEAloyrSRlJgMtmwVPp6FZCbCEBS2ZrqcqUykws/2keFe4KNhF5O0V5FcKWKsFArOIitvcO1ZKAK4L4dqQhgPJBSAkhG137MdmJTWcePpYV/e3J2Rc1g1yUnhQ+h2WgTf2sIQ6LYFIH0tVHi4iPS2xwdLw+qAd2dTbchCl0ECg3aHSvkFv1mAienhcobH4u1hIEelb2f2QoG4vc8lzL8c3v/afAIDHH31MrZdzPOvyZzc9Jo39LYNHbyOwyP+B9UrEt0beMDDM7NiBhx94EACwcGgOk9YEDK5D53rb9R58/PGu9h9NS7pu59RhsVjoeJkf//i28PiTn/zUjkITAJaWFjteZpiosvKaLzIHVFbeEgZYnUvNo0inCtR6q8BgiUzb3pzd9tM0jP4le7c7JDUJgiAIgiCOMpS4LNdlZYO4FF2kPY42DCsRispktFQ8PTZwcelVKrALedSWV5F/7DCcpSW4K0twV3MQ5VIoLqXnQTgOhKeEpeeXs3oQEJsQB9uDVtKShz0C20pLv/8kNA6m6fUEZSYDLZOFls1CGx+HMT4BbXISWioNblnrCsp2eMJT4rJWwFqQuqwVkbcLKLvNSScpJaTjqB/XgbQdiOC444TyUlqnArqAH8/s9YHrDtkotyKn+nyTUTnZOHwnKizDm2eR4TucwQ16WwbiciPl4ZF0ZeOE7UH1s2QsnrBkjMHkhi8x10dICSGEX6LdYlCQ7O/v7MZ+liecfBKOP+nEUGgCwNlPeiKmZ2c29HgFXWgbtw0zYdmJsDw9ssyEZmLMzKrUJdOgcQ3nn3M+fnTLrQCAe3/xCyQ0C5yvfz+6LeVOperpzUIh3/Hy+/fv63iZ+fm58PiZZ57d8fKHDx/Cyspyx8sNElVW7tTTmIMuK2+Fbqp0Zov0ZDuk60BWOovmGGYKzEy23p+UcLqdek79NENIahIEQRAEQWxDpJRw7Gq9x2Upj0pUXHaR+jjaMKxEU3/LZHoMVioL3Rhs8bWUEm5+DfaROTjzR+AsLcJZXoa3msNBp6rSlq4Lz64/LxJSDYEJxKVU8nJQSbGtpVFa1ofyMMbAuQ6maWAaV/3LOK9PBNc4wDXwZBJ6JgttbAza+ASMyQloY+PQ0hlo2Qx4svt0TTuEFH7isuBLy0J4vOg0p3GkEHVx6fjSMiIyh0qDuJSxYUH9ITZkp0FYhhPDG5fF6v0sPeb3tYwM5tloCC8suW7R27JfBDqSRdKVzUnL6OV5/NotXo9CBmtWArPf73fZIMabkpVStLzNS557Ob782S+Epy9+zmWx89crBW8lK5tV7nBTZYzVk9wsHPbF/RJxPSwbj649Y2aQNePDgC666Fn41Kc+DgBYXl7GrbfejEsuubTt7TqOg2996xtdrXHnzl3h8X37Hu54+VtvvanjZbpJfEa59tru1tpvtqSsvBVcA7PSqn9mD/9+SOGpwUC9vH91S91WGzxXdPXFFmMMGknNEJKaBEEQBEEQI46UEtVSHsXcEgq5RZTWllEp5uAd0+Iy6/e3rAvMQYjLIG3nlUoQ5RK8UglesQhnaQHu8grc1RVVNl4qQdp2y30wjanEpRRwpQjTl0eXvPSH7nANnHNwrkPTdWiaDk03wLRAWtaFJeNKVoIzMMZVGXg265eD+ynLTAY8k4WWSYP36flV4rJUF5d2AYVaXVzGxKAEILwW0tKGdFxIb8jvwQGKy8ap4K1Kw1t95JeALy15vTQ88tPTFJtW+w9Sl76M65cIDNUkqx9nLHJOHxycCMVr/wRmv6aGN0rHX33Ji/FrL30xOsnHrSoFj8LBInK5/rzxSNm+znVkjLTf71ILBWaziF7//pxyyqk455wn4Z57fgEA+NjHPoRzzz0fExMTLS//uc99GkeOHOrqfpx22hnh8R/96AeoVCpIJlun+I4cOYz/+q9rOu5zenomPP6LX/x83csePnwI//qvX+pqrf1Aem5dZHrDLCtvgGtKMOomoLXvV9sOKQVkea03Ect1sGR23dtyup16bjS/jo9lSGoSBEEQBEGMGI5dQzG3iGJuKTx0ndbC7GhENy2/RHyw4lJ6HkS5rERlOZCWZYhSEZ6/3V3LQfjCUtg1CNtW8rLNZzERlozXS8elUDZIuYjtKjJ9iaBp0HUDmmFBtxIwrAQ0MwGur//BkBlGpCTcP/QTllomC55KNU2B3QxCChSdEtZqBRQi8jJvF1C0G8SlEKr833FVOaEbT15i2H1mW/W27MPLpl26MhSY6y3JT1iKSG/LmLjsA9GkpYzIwF7venTYTuNxFsqw/tMoLaUUcETvaV0pm1Vlt1PDm+4Za97G2iQrR4FWyVjGGAwe1xaGplqGcD9tqfml4qZWbyWS0Kym1OVG+YM/eBP+4A+uhJQSR44cwhvf+Bq8/e3vwhOfeG54mXw+j89//u9x9dX/iomJCeRyuY77feYznwXDMOA4DvL5NXziEx/BW9/6x02XW1paxB//8VtQqXQe6HP++U8Jj99991249tpv4IUv/JWmyx0+fAhvecsbUak09/ztFyNRVg4AYEpe6qYqM++hxLwRKaUqOe/lvjAOlhoHW+d9J6Xsup+mTlPPY5DUJAiCIAiC2EKE8FDOr/gpTCUxq6UeezRtQzTDQDI9HhOXyXQWifT4psWllBKiWg2TlSKQlqW4wBQVNa1UQgKep4RlrS4uhW23FVrR0vH6Ybv05Shkm7qB1XtUcg5dN6GZFgwrAd1KQDMscE1rKU54KqUkZVRaZjKhyNxID8tOBOIyXyvES8btAgp2KSy7rUtLJ37oOluStlTyTiX3gmFPQUmy2KRAbexfGfx0Iy2bU5Z8U30t10NK9f5plJidiEvKzuXgg6JdAlNG5ON9d9+D3/3V3+xpv3/zmU9iducONFrs3/u1l/a0n9e86Spc8txgcvlo/PZ585Wv6+k34W/9zm/jZb/z2wBU6jLKuDkOjTfL2UHJ2nPPPR+vetWV+Pzn/x4A8Mgj+/G61/0+du/ei127dqFcLmP//ofhOEpiv+Mdf4K3v/3N4fWjA4Fi92N8Ai984a/gv/7rawCAa665GgcPHsAv//KvYefOnSgU8vjZz+7A179+DcrlEp7//Bfi+uuvXXetT37yU3Hqqafj4YfVcKP3v/9PcfvtP8Kzn30ZJiensbaWw09+chu+9a2vo1qt4pRTToNpmrjvvns2/TgB6vctvBEoK2dcCcxAZPbptSFrJcCt9bIQJTT5+iLS82RT64h2UD/NOCQ1CYIgCIIghoSUErVKMZbALOVXjtrBPZquI+GLy2R6zJeXquelbvTWvypAOLaSk6GkLKq0ZYPAhGj94UAKAWlHxWUNsmZDrvMc1NOXIpSYjVPHtw2MqdSILy4ZZ9B0E5qZgG5ZSmQapioZ91NtSlj6U8LTGTUh3P/h6YyaDK4P5mOFkAIlp9zU3zIqLteXls66z+2gaCUupX+8Ud4J2dsQqI2ISwm0TVlKzgfmvaLSUnQhL6P9Dxvl5VaVW260hFxKGUqubgmG6TTKv173s1k53gv1Nfun/OdPb5A4rtPblwe61DBhjUNjGhwrLpGMTSTtNsrv//5roGkavvCFz4R9K48cORQrNbcsC2996zvwtKc9PXbddLp9YvR1r3sj7rrrTjz66CMAgJ/85Hb85Ce3N13uvPOejP/zf/5vR6nJGMN73vM+vOENr0axWISUEt/5znX4zneua7rs7OwOvO99H8Rf/uWfr7vPToxOWbleF5kbKCvvhLQrgN05LRuFJbNgWudhhL2kNKn0PA5JTYIgCIIgiAHhOjaKa0sxienUqlu9rL7CdR3JhuE8wXHDTPT0x7dXLsMrFFTCsuwLy1BgKlkp7e4+3EvpD3Cp+eIyEJjrfLBuNbjHwzacOs646lPJNZVi8wUm13XohgVNN6EbJnQrAXN8Errfx5KnM3FZmU6DJ5N9LQtvRUxcNsjLgl2CEI2l4cFxd8ukJYB6f8eIvJRoLS57JTpBPCot+XrikgEiJi1530vE2xGWjvsDcAKJGb9PgZzksV6IgywJ75WofO3meWzsb7nNflO0JF4CHmyp9600GmSloRlN5eHB9TeD5g/0GSVe8YpX4+KLL8U111yN22+/DUtLC9B1HTt37sKFF16EX//1l2Dv3uMwN1efQG6aVts+mQAwNjaGj33s0/ibv/kL3Hjjd5vOTyZT+M3f/C1ceeXroXf55dHJJ5+CT3/6i/iLv/gz3HXXnU3n67qOZz/7Mrz5zW9v2xt0PeJl5TVAbNUXswzQ/bJybXNl5Z2Qrg1ZLfZ2JSsNZiS6umj3UpNSmo0w2W3GlSCOMVZXy3Dd7ZucmZpKQ9M4PE9gZaV5WidBEBuH3l9EK4QQqBRzKOYWVRn56iIqpbVt58NawTWtaThPMhCXVnKDiUsH7tIi7IUFOAvzsBcWIEq9v58k1CCfoFw8LB932ve9BAABAU9K/1DJy8Ypwf1DCYH+9dRkMVkJ7g8N8EvHGePQEkno2SyM8QlYE1NITs3CnJiMpCwzYNbG0rIbISoug1LxtVpeHa/l4dm1eEm4Pz1cuu6WSUugLi6FFJGkXn+GvhgekHCAC89+Psaz00gmM0gbiQ7iMp6wFLw+TRwDFpdAu76X9cehOVnZv6E7/aZbgbneYJ6oig2k3yjSSVTWy/g3fzs8MlU8+NEix4+FlNmNN34X73rX2wEAZ5/9RPz933+xq+vNz8/hjjt+guXlJVhWArt27cJTn/p0pFKpDa9l//59uPvuu7C2lkMqlcLMzA48+clPwdjYeE/7OdrLytdDei5kebWryeQhRgIssf5goADPEygVuitpz4wlwNv8rtc0Hv6t4XlbV02ysHAQQnjgXMOOHcdtaB+6rmFysrvX/Wh99UEQBEEQBLFNqFVKKoW5uqhSmPkViG08jZxxVi8PD4fzqLJxM5He1AdRKSXcXA7OwnwoMN2VlZ4+IEhIwPXiqcuaDeHYbUvNg+tFh/Zsn/RlpL9lg8CEaUAYBqRlQMtkYU1MwpqcRnJmB9Kzu5GY3gHN7P8k+E5IKeOJy+CnnMNaJQfPtuMJyxGQloBfmu1PpQ9Tl7643OzrRPeAhAskHYaEAyQdhIe6VO+p9KmAJhiYBDSpJomLqLQcQpl4K0JpWd8ACYQCLCg5ZkOQqZulk8DsJuejUqWjk5JqJyqD4UD9EpVR6pKytbQM2gcc63zzm/8VHn/Sk85d55Jxdu7c1XKoz2Y4+eRTcPLJp/R8PSmlSmCOVFm5BWj6UF9jUgjIylpvQlMzuhaaQPcpTU3nbYXmsQxJTYIgCIIgiA54roNSfgWF1QW/lHwJdrW3vkqjAGMMVioTlodHy8atZLpviQevUvEF5gLshXk4i4tqYniXSOEpcVmzY/0vO8mvIH1Zl5ebLwMeKI39LTUOYZqAZUJaJoRpQJoGpKFDGxtDcmoGyZmdSI9PIZWdRDI9Dq4NdwpqkLiMDuZZK+ewVlpGobIG17HDtKXwD7euNDFO2N9SijBt2Y9ScU0EspKpQ7cuLw3R/AFUcgYnZaKUNmGnLIxlE9BNDULXUB1LDlVc1iUUAyAhJcL+kYA/Kbt+4W1BO4HZSVyOWtJSCUOlJ5VMHoyoDKCU5fpIKbu6/9de+w388IffD0+/8IW/Oshl9QUppUpeei6k56jJ3p67dWnMsKzcUjKzw5CdQaEmna/19m8Y18CS4z29V1ynu8fZoKnnLSGpSRAEQRAEEUFKiUpxzS8jX0Qpt4RyIdf1VMothwFWMhOWhydi4jID3uf+iNJ14Swv+wlMJTK9QnfT21X60oWo1SBqNVU6XlNlyJ2uF5SMi8jwntFMXzIwjatBOpYJzzQgExZkwgLMQFzqkIb60UwT6ewkktlJpLKTSGUnkMpObnoifC94wlNTxe0iCnYB+Voea8VlrJVWUaiuqcSl44yctARal4v3I3WpCSUpEy6LpS2TDqCL5vn2QudwMhYKKROO/2OnLDhpE27CQLQee0/ShNQ4ZOAW+wqDFhFVQCAt/feOUJK36VrbQF41lsK3FdRBwnTEpGWUIOUYSEzG4onHfvz70yplGROWlLJcly984TNYXFzAFVe8AOeee35Tf8uFhXn82799Gf/+7/8Sbrv44mfj1FNPG/ZSO6JKyR3IQF56zhYKTJ+wrNxSQnMIZeXrIaWErBb8hGqXMK6EZg9/Zwkhui4Vp36arSGpSRAEQRDEMY1Tq6gemP4gn2JuCZ7b26TZrUAzDGTGp31xWe9zaSUzA0vvSSnh5fN+AnMOzuICnKWldcu/w+u2FJhVyHX6V0vAF1IiVkI+SulLCdXTUGiakpOBsEwkgFQCSCWhZ5JgOocEg11TwpZrGpKZ8VBaJrOTSGUmYCZSQxELjnBRjKQtC9U8coVl5MurKFTzEI4/OdwvE++p9G4IDCJ1yUWLUnE/dWl4zeLSM3XYYyYqaRNOyoIdCkwLnqnFxOVgYdCYpuQl12LrFFLAkx5c6UGI7tPSo0RTH8+wLL7L53pEhhAFRAUi75NIVEJUi0lKSln2l1qthq9//Rp8/evXwDRNHH/8iZiYmIDneVhcXMChQwdjl9+1azfe9rZ3btFq60g/gRlLYY7KF1FcB3TLH/Qz3LLyTki7DDi9DHZkYMmxnocVdZvS1DTe9y+ljxZIahIEQRAEccwgPA+l/DKKuSUUfIlZK/c4zXILYJwhlZ1CZmIG2YlZZCZmkEiPDfwDgKjV6iXkCwtwFuchqp2b2W9MYEbSl0H/yy1OXwrOfWHJYz/SMoGEBZlOgiWTYJYFbhgqadKC5PgExiZnkB6bgGAppLKTsFLZgX9AsT27nra0i1grr2KtqMRluVaCcGx/KI/dMR27FUhICCFDsR2k8TbzuuDST1y2KBU3G8UlA5yECWfCRCVlKmmZtsLkpdCHVwrIfHHJOQ8FZlCWLKU/7Ep6qLq1AQ68GiytBhCpZ1r6z8sofZ3RHf0SmJ1SlnyLU23HAtHf17ZtY9++h9pe9ilPeRr+5E/+DFNT08NYWoiaSu4CwoEMEpijIjABjEpZeSekUwVqvQ0uZImMkrM94tDU801DUpMgCIIgiKMSKSWq5UIsgVnKL0N2kSrcaqxkGpmJGWQmZpGdnEVqbApaj9/+94oUAu7ycl1gLszDXVvr7rquC1Grdi0wAcALp44H5ePDEzGSxUVlK3EpNA5m6GCmCW5a4KYJZlrqdBsZqem6Khkfm0J6LCgfn8TsjgloGofnCays9D7hve39kBJVrxZKy3wtj7XSKvLFZaxVcqjWyn5/S/9niwfytEPIetJSQKxfStwFvYhLN2HASRioTZkoJU04SQNO0oSTNOEmDUhteB8kGQCd6dC4FhNYDEHiUolLx3NQld42VHyKWMl4RGIGw27Cy0Xu33a4r5sTmPU2ARrn4EyDqevQuQ7OGDxv9O//0c6rX/1anHvuebjtth/h/vvvxZEjh1Eo5OF5HrLZLKanZ/GkJ52Hyy9/Lp7ylKcNfD1qkE+QwFQiE56HkWvDwng9jTkCZeWdkJ4DWemuhU6ImQIzkz3flhASnttt6floCuBRgKQmQRAEQRDbHikl7GoJxdwySmtLKK4to7i2BM/ZBmXkuo70+AyyEzPITM4iMz4DM5Ea6G1KKSGKxVBg2gvzcJeWupJe0vMTmNVqzz0w3YjIHNQHr1ZyslFcSs5ipcGMcTDTBLOUwDQCgdmujJ8BifQY0kHfS19gWslM39OzUkqU3YoqEbeLWKvmlbQsrSBfycG2q5H+lg4gRjOl15y6VEOdNpoqjIrLqLRMOIAViEsGuJahRGXWRNEXlU7Kl5aJ4UpLALA0C2NmBmNmFlkzizEzC6siwf0kZkJPwJMePOHBljY8Obj3yiBpKhlfR15Gr7Nd7utGBSZnGnRfVmtci/U7bdyHpnEwFnR+2B6Py9GMruu46KJn4aKLnjX02w4nkXsupHDCcvKRfV1okbJyPlpl5eshhQdZXkNPj6tugVnpDd2e2+HL3wDOGbQh/1u1nSCpSRAEQRDEtsOullFcqwvM0toynFovvY+2CAakMhPI+CXk2clZJDPjA08uCMeGs7BYH+azuAhR7jy9fSMCExhMCjNMV+qtpWUgLtfvY8jATTP8CSQm03W0GyCiGyZSY1NIjU36EnMCycwENN3Y9H0KCCaKB/0t85U1fzDPCgrVPBy7NtL9LaPEUpd+2nKjqUsm61PFW4pLxuAkDLhJE86YSljmAnHppy6xBT3IknoSWTPTJC/HzAw8KbBWy2OtlkeutoZ9uUewU44jrSWQMJMoOqPfDiNKOC29hbwEgondUY3JEBSVbxeUtORdC8ygt6VKXQZ9Lv2WAdtE7hBbR30SeVBC7qcwR/j3viorN/005uiWla+HlEIJzV4GJnEdLJnd8Pu6236alNJcH5KaBEEQBEGMNI5di8jLJRRzy7CrnYXcKGAkkiqB6UvMzPhMX2VYK6QQcFdXfYG5AGdxAe7qSkeHEArMWg2yWu1aYPYzhenpGlxLh2doTcISvLcPDcwwwpJxdahEZjt5yRjzB/fUk5ep7GTfBve4wsNqZQ2PFxaQtwtYK+ewVljCWnkVxWoBnlMb6f6WUSTUxNYgdRmIzI2kLpmfuEy6keE8gbgUgJuw6pJyykA1aaKQNOGmVNn4VkhLAEjpqVBUjllZZM0MsoY6rXMdJaeMXG0NudoajpTmcN/Kg1irraHmNQ/rmUlmtuAe9Ea71GXwTo9OzmaMgUlWl51HocCMiUvGwSOpSxKXRC/IMIHp98D03K2fRN4N26ysfD2klKrkXPTwby/jYKmNfyktpSSp2SdIahIEQRAEMTK4jo1SXiUvizlVQr4dBvkAapp1enw6MsxndiiTrL1SKSYwncVFVYa8DhsVmEAkhRkO89nYhy/BOVxTVxLTVDJTbkBQMU0Ht0wwI0hfqr6X633QMKxEKC3TfgozmR7vy9R4KSXydhEr1VWsFBawtDaHgpNT4rJmw6lWR7q/ZSNBL0fpy8uNlIwzqfpahj0ufXlpeQyabsBNWaq35ZhKVxaSJlb88vBeZXY/yRjpWMpSpS4zyPri0hMeCk7Rl5d5PJY/GKYwXTnaYrodgawULVKXQF1eMlZPYAZpTbEdREyETgKTR6VlJHVJ4pLYKFIIQPhTyINBPtvpfbNNy8o7IWslwO08BLEOA0uObyqR6rrdfQHMGIOmHR2P86AgqUkQBEEQxJbguQ7KhVU1xMcvIa+U1rZNVWIyM14f5jMxg2R2cuDTrIVjw1lc8uWlGubjFdcfPBMIzGCAj6ipRGA39CuFKcGUuPQlpmvqEDrvUCoeh3EeDu1hZkRgrvOhgnGGVGbCT15OhSlM0+q9oX8rHM/BcmERiyuHsLI2j+XyElZrOThODcKuT53lQQ9PqfpKjiLRkvFgYE8vkqqVuLQ8BpMbYJbpl4jXS8NXUiZca2ulJQCY3MC4NYYxcwzj1hjGrSzGzTGMmVlo/mvL8Rys2XnkannsX3sUOb90vGCXtuWk8fX6XQYwKIHJGQPAw2sGQ5y2G+0EJouIy/CQa+BM8+87QWwMKUXY+zJMYY7UJPJOMCUxNR2MGyqNuQ3Lyjsh7Qpg91b9w5JZsE1W3bg9TD0/WuTxoCCpSRAEQRDEwBHCQzm/GuuDWSnkVO+obYBuWn76ciYUmbphDvQ2pevCWV6Cs7iofpYW4OZy6zrFuMD0p5B3KTCBeArThdiwsPE0lbwMBKZnaj0ITBbvdxkIzHX6XgKAmUiq3pdhAnMSifR4X0SzZ9eQX5nD0soRLBfmsVJexnJtDUW3tG0SlwFqYI9Qz670IKTsehhN43Aey2UwuA7dL/N3UybchAknZaKSNFBIGD2J60HBwPwel1klLkOBOYaEZoUfGG3Pxmo1h/nyIh5c3RcmMMvu9mh30UhdWDb3vYwSlZcM9YE94igRmPWhPFpTuTjfxiWzxOggpfR7X0ZSmL2UMo8CXAc0A8wXmUdTErMd0rUhqz1WA1lpMCOxudvtofTcoNLzjpDUJAiCIAiirwghUCnmVAn52hJKa8so5VdV2dU2gHGO9NhUOIk8OzEDK7XxRvDdID0P7soKnKVF2H4Jubuysu5gAOl5SlpuUGAKP4WpRKYHb4PDOyRjobwMDrufKM1U6bhlgVsJcEv1v8Q6ooFrGlLZiVBeBv0vDXNzHzKE48DL51HLrWAlN4flwgJWKitYqa0hJytw+PZ4/QZIIJ68jAzuWQ9N+OLS73GZ8Bh03QA3LSBpwZ2wYKcsOCk1TXyrk5ZRLM1UKUtrDBPWWCgxs0YmTF0CgCc85Gp5HCoeQa6aw2ptDau1HErO9pOXnQb1RKlP6+b10nFEy82312s8LIX3xaXOdRhcjwzm0aBxEpdE/wmnkbs2pGcDroNtU2YCAFxTAtMXmdC0bd0TcyNIz4Ws5NHT82YkwMzUpm/b80R3X+ozBk0/tp6XjUBSkyAIgiCIDSOlRLWURzEY5JNbQim/ArGN0muJdDYc4pOZmEV6bKovvRXbIYWAm1uNJzCXVzom/qQUEJUKRKkEr1zu2Dczdl0AIkxhenCxMYEhweAZWkxidl9GzsKScZ7oTmBayXRsaE96bAqJdHbjjfldF24+Dy+/BndtDaXcEpaKi1iprCDnFbGmuyjoXlwIMawXEB0J6hPH68nL9Z5f3fMH8vji0pQcmmFCMy3IpAVnTElLJ20hb+kjkbYMYODhcJ4JX2Cq9GUWCT0utqWUKDhFHCweVuKymsNqLYd8rbCthtd0Uy4ehYGpSdthmTWLXUdIbxvd+6iM9Q+ZphLCwQ/TwGmyODFgpBCAZ0O6NuDa26cXJtdU6lIz6uXkx5jAbEQKAVnpcdK5ZoAl+vMFd9cpTZ1+r3UDSU2CIAiCILpCSolapYhibslPYapScm/EJzVH0QwjXkY+PgOjT/0VWyGlhLe2FspLdbjU9VAe6bnwymWIUhFeuQJ0mXbtVwpTaDyWwHRNvctkXkRgBhKzg8A0E0lkJmeRndiBzMQMUtnJDZX4S8+DVyjAza/BzeXg5ddgr6lJ4ytOHmuaizXdRd5wUeW+SDb8nxFH+sIy3vey9XNrupG0pQMYTINuWNBMC17agjOlxKWdMlE1R+8jQUKzwlLxMateNp41My2TdxW3isPFOazWcr68XEOuura9BvZIJahblY03EqQTlbLkfmJRnaOuq1oMSNE5nTsKBD08g+RlcBiIS41p0LkGneuUvCSGgiopd1Q5uWurnpijDuN+8lL3U5j6UdkHczOoSef53vqbck0NBuqDYJRSwum6nyY9d90wen/BEARBEASx5UgpYVfLsRLy4toyXLuX6ZBbiypTnkRmYgbp8WlkJ2aRSI8N7FtvKSW8YqGewFxcUALTtrvfBySkbftpzBJEtdrRRTanMDcmMSRjobgMy8i7KntqEJhWAtxaX2AGJf7ZSTUlPju5o6dJ8VIIJS7XcmHq0ltbg5tfQ7W4psSloeTlmu4ir7sQSQkMzl/3FQn4fS/XKR2XgOUCSZeFPS51bkAzTTArAZH2pWXaQjVpojKCJWyccVUi7peJj0V6XVpaa6HteA6WaivIRZKXq9Ucqt7o/26SEvCkB0c4cDwHjnDhCAdnGMcjxS0ICDgNffjq8rJR+CmElL7s9tZNb44KrcRlXWBq0JkGzU9falynYT3EUJFBSblrA569bguYLYfxeu/LIIVJieV1kVJCVgvque0WFkw678+/ocKTkF0ODNSN0ft3exQhqUkQBEEQBBy7GklgqlJyp1rZ6mV1DeNMlSePT6sy8vHpgU8j98olOAuRBObiopKQPSIh62XlpVLHsvJ+pTA9Iz6N3DO6G+bDTasngQkAZjKNbDApfnJHVyX+Ugh4pSK8nJKV3pqSl25+DV4hDykESppXF5eGizXTRXl2+7Q+AFQyz2vT9zI6UVxNE+cwdAPcsMCSFrzxen/L0oj1t4yS1JP+cJ6s3+dyHBPWGNJGqm3qTkiBvF3ASjUXystcdQ0Fp8ehDluAkAKO58AWLlzhwBYOHE8JzFZtAaSU6oMzGDSmhaXWiMjL4HIiGPTURX/UraS9vEQkgalBY8GhRjKGGDpSCsB1/L6Y9uhOJ2csPsiH6yo9SO+ZnpB2GXB6+zuNJcfVY94nuk5p6vT8dgtJTYIgCII4xgj6YBZWF5BfXUBhdQHVYn6rl9U9DEhlJnyBOY30+MzA+2CKagXO4pI/xGcBztIiRGnjQ0Wk8CDKZSXtymXAa19WLiDhSi+cTC420AtTcN40zKcbARYXmOp4p15cXNPCQUuq1H8WVjLd9vJSCCUrl5bgrCyFJeNuPh8+Li6kkpa6izXdwdqESl+6bHSlTiNS+FPlPS9WPs6FEpfpYKK45NB0UyUuEwk42Xp/y9KI9beMojGtPl08GNLjJy9NrX1tv5QSJaesysVrOaxUc/7U8bWRnrwtpQyTlk5EWjrCgSdbf2jljMPkFkxuwNAM/9BEUk9A96We7peKSqmEixf2wRzNx6Kx32W9j6eCM5W+1Hk9gUn9L4mtQg34cZXIDEvKR+3fEQZoGsCDSeQGCcxNIoWnppy7vSX6WSILpvfeBmc9XLe73+WU0uwekpoEQRAEcZQjPA+l/LKSmCsLKOYW4dR6TxRuFYl0FplxVUKemVACU9MH1wBR1GpwlpfgLCh56SwuwisUNr9fJ1JWXqm0/RwlIOD66T0XXs9pLMlaDPPROg/z4X7Zci8CE1DDfAKBmZ2cRWpsCrxNDy/hOGrK+/JSXWJGhiRJSFS5UPIyUS8fL+oeRu+D5/oIKeAKzy8LFkg6QNoBLNvvb6knwE0LMmXBnUyE/S2LXSZmtwrOOCascUxa45hMTGDCmsCENYaMke74obvm2ZGS8TWsVleRq63BFqPZq06Vi7th6jIqMF3Zfs0a02FqBgxuhALT4IYa3tPmMZKQgC9KR62MvF2/y8b7ovpe1kvHda5R/0tiyxn5AT9B78ughJzrJDD7hJQScKqQtVLvz7uZBDP727NGeAJinS+xo1A/ze4hqUkQBEEQRxmuU0NhdQGFFZXCLK4tb5tp5FYyjfTEdF1ijk9DN6yB3Z5wHLjLy6qEfEGVkbtra33Zt4SErFbhBWXlbXprBgnMII3Zq8zw9IYycrOzFNuowOSaFvYnDUSmmUi1vKyoVuAsL8NZWlISc1mlMIO7JyFR0jzkdBe5pIs1w0FOd2HzEfvA2SUSEp7wwFwBq+bBElyJLSMNM5uGyCTgpCyUdA21Eexv2YqsmcGkNYHJxEQoMcfMbEdR5QlP9byM9b1cQ9ndeLp5kASpS9uz/VJxJxSY7d+PDAbXlbj0pWVwfL3HR92Wg6pno+bVUHNrOE0/DiktAQEJtoXCZb2S8cbLaVyDzuIl5CRiiFEgHPAT9MX0RmhYGNdUCbkvMmkS+eCQnqvSmb30zwzQLTAr0/c1OV1OPdc0Dj6i7WRGEZKaBEEQBLGNCSaSF1YWkF+dR3F1EeVCbquX1RWGlVD9LyfqAnOgk8hdF87Kip++9AXm6kpfA4BSCIiKKisX5TKkG5fJwVAfNzLUp5cFhNPIfXnpmjqk1qEcPBzik+hJYAKAlcrUh/lMBCnM+HWDAUmuLy+VxFyGKJUi91uiqHnIWS5yuoOcX0rubFOBGZAQGiymSsKFxqClk5CpJJy0BaFrqAKoAjBNHYz5JcX2CH3A9knoCSUvfXE5aU1gIjEOg6//UUFIgYJdQi4ycXyluoq8vflk8yAIkpe258AWtjr07HXlJQOLi8ugbJwbHSVecHtVt4ZaIDE9u0VfzeGmMhulZav+nfXL8nDquEpgUv9LYvSQnhsXmaMw4IdpdXGpGSqBOcA+34RCSgnYFZXO3MjvVq6DJbMD+R3n0tTzgUBSkyAIgiC2EUIIlPMrKonp98TcDgN9dNPy+1/WU5i9TLvuFem6cFZX/BTmokphriwDXU6c7O22HHilMkS5pPpjRj5MychQH9c/7PaPbMGVwPQsLRSZHQWmEZlCnkj0JDC5piEzPo3M5A4lMsdnmlKYUgiVvvSTl4HAjKZQBSQKuoe1hJKXOV2lMLdT/8soTNOg6xYmzTFkzDSYYaKmAznNgWcwRDMgo6cr4+hMx2RiXJWPJyZDiZnUEx2vW3VrYc/L1WoOK/7gHleO5r0WUoTS0hb+oWe37UkblZemZob9LvUeBJ6QwheYdYnZrr/moImJS6BtyXiUev/L+vAe6n9JjCIjOeBH0wHNDMvIWZs2LMTgkJ7jTzff4L9LjIOlxgeSnhVCwuuy9Nygfpo9QVKTIAiCIEYY17FRzC2GErOQW4JwR1MiBGi6jrQ/gTzog2klMwP7YOyVy0peLi/BXfEPc2sDS2pISMhaDV6pBFEqQdRqsfNUL8zeJpNLxuo9MP0UZqc+mIxz8FRKJTB7FJiA36vU74OZmZhFqmFavHBs2HNzYfrSXV6Cs7oSG2okIJH3y8dzuouc4SCvu/C2m8DkGrhpgBkGMmYGU8lpTI/twNjYDFwNWK3mcKQ8jyNOGXV1Obqih4FhzMpiyprEZGI8LCHvpu9ldOr4SnVVCcxqbqRLx5W0dOB4dpjAXE+26lyHyc1QXgYpzF5+R0kpfXEZJDBrcIbcG7Rdr8t2qcvoNTV/eE80gUn9L4lRJRjwo/piOqMx4IdxQDfVIBnNIIm5hUgpVTLTrmDjrwumJp0P6HnsNqXJNQ7e4QtsIg5JTYIgCIIYIWqVEgqr8yisLqKwMo9SYXXL/25fj2DSdXpiBpkxJTAT6bGBCMxwSvbKcl2yraxAlAcvW6QUEJWKGvRTKkH6YllChglMV3pdTSaXjMXKx11Th9A7D/IBAKYb0NJpaOk0eCLZ9UAZruvIjM9ESslnYqX+XrkM59DBMHnpLC/By6/FXnsepBrck1TyMqerCeRiuwhMzsENA8wwwQwDmmlhKjWF6bEdmM7swFRyEhPmGPJ2AYdKczhUPIJ7ln621avuSNpIq8RlkL5MjGPcHIPWxQezilv1peUqVv0U5lotv2XpwvWQEnClGyYugxJyR7ho90tSY5qfvjRVApObHXtetrttRzixBGbNs9vebr/pttdlO8IBPlwP+2BS+pIYdaTw4mnMLR/ww5S81E1AN2igz4ggXVulMzeZ1mXJLNgAh1C6XfbT1LdJz+1RgqQmQRAEQWwRUgqUCzkUVpTEzK8uwK6UOl9xi2CcIZWdQiYyyCeZmWjqsdgPhGPDXfanZC8vqynZKytNPSoHifRceOWyP7G8DAgBARn2wvSk6Cgxw0nkZmQSeZcCM4BbCSUx02lw00Q3CcFEOusLTFVKHjxPUkp4+TycQ4dRjQjMRjHsQiJvuFgN+l8aLvKaCznqApNxMMNQ8tJUApMbBpKJDKYzs5hKTPo/Exi3xsAZR94u4HBxDvcs348jpXm4YjST0CY3VeoyUjY+aY3D1MyO11WDe/L+wJ56+XjFHc3WFZ7wImXj9f6Xzb0oFQzcl5ZxgdmN2G2FK7wwfVlzlcTs5guLjROkK1nYrzJaNt4LnHFfXOphGTklMIfHn//5/8O1135j3cvouo5MJoOdO3fjrLPOxuWXX4EnP/mpHZ/rq656De68847Ytle84tW48srX97TG3/u9/4H9+/fFtr35zW/DS17yP9peZ25uDj/5yW2466478fDDD2Fu7ghKpSKSySQmJ6dw1lnn4JnPfBYuvfQ50PXuFMO3vvV1vP/9f9rT2gHgO9dcA8vs/HuvL3BNpTE1JTJpqM/oIKWArJYAZ5P/jjEOlsiCDXAopZQSbpd/vxrUT7NnSGoSBEEQxJDwXAfF3FK9lHx1EZ473HLFrmFAKjOhEpjjM8iMTyGVnQLX+vvHlpQSoliEs7IMZ3lZDZtZWYaXz/f1drpaCySk7UCUivDKJYhKtT7Uxz9sJ1XU9esCM+iD6RmdJ5E3whgDT6WgpZTIZNr6f65puh4pI59BZmIHDNOCdF24uVU4h+dRWL7HL9FfhnTirzmXCdX70h/eo0rIPYxsRJgxX1yqxCXzBSbXlcAct8ZCcTmVmMSkNYGUUU+l2p6NI6V53LfyEA4Xj6DgFLfwzjSjMQ0TVtD3cty/D+NI6skuBtNIVNyK6nsZ6X+Zq+XXfe1uFWHfS7/npeMLzPZJUTVxvF42rg71TSSm6mXktbAf5qD6hOpMh6EZ4dT04DClJ8LenXoPIpaBReSlKiOnHpijj+u6yOVyyOVyeOCB+3DNNV/B+ec/Be98559gz569Pe3r29++Fv/7f7+u6+f8gQfubxKa6/H979+CL37xs7jvvntanl8sFlEsFvH44wfw7W9fi507P4Y//uN34YILntFx33IUhvk0wpjqi6mbSmZSSflIIp2aSmduNr2rW2CJzMCf525TmowzcI1+f/cKSU2CIAiCGBB2tRwRmAsora2M5h/xAIxEEtnJWWT9ZF8qOwmtz2U40vOUZFteVqXjfkpQ1uzOVx4QEjJWVu46NdUTU3rwINpORAYQT2D65eS9CswApulhGlNLJlWvrjYYiSTGJndibGoHslM7kcpOQNqOKstfWELp3ofUY7y60jQYyWECObM+gTynuyiOosBkDExXwpKbdXnJDcNPywAmN8Lk5WQoMMeb0nlCCiyUl3C4NIdDhcNYrCyv+7wOkzEzG5aNT1jjmEpMIGtmukrWucJV6cvqqt//MofV2qpfFj1aSCnhCDc+tEc4cNfpQakxPVYybmomDG6Ab1LYucIN5WXVq8H27L6+HjjjvrAMpqXXBWbb57Wr+8RiQ3x0rtMU8hEnmx3DWWed07S9VqtiYWEeR44cDrfdeecduOqq1+BTn/o8duzY2fVtHDlyGHfeeQee/OSndnX5TinSRm677QdNQjORSGDv3uMwPj6BSqWMffv2wbZVb+n5+Tm85S1vxDvf+Sd44Qt/pWl/4YAf1wZq9cqUbCaDs844o6s1af2uDgkG/AS9Mek9NbJI4UFWi4Bb63zh9RhCOjNKt/00DYN+p28EkpoEQRAE0QeklKgU13yBOY/8ygJq5dFKgEVJZsaRndqBscmdyE7Owkpl+/qHlKhWfGm5XB/ik1sdyPTxXpHCgyiX4ZaKcIpFuML1h/q0l5ierjX1wQTf3OPFTUtJzHQa3LLQrqzcSmUwNrUDY1O7kJ3aCdOw4MzNwVlagv3Qj1FaXoKXLzRdr8YEcqbjpy9VArOkjV6vRKZpYKY/sd2y1MAjI/7BMmtm6qXjlhKYaSPV9jVbtEs4XDqCQ8U5HC7OwRZbL/pm09PYk9kJ001h0i9/N3jnP8WllCg5ZT95uRqmL9fs4aeZOyEl4Ek3VjJuezYc4bR9b3Hwpp6XhmZC60OZZ5DCrHo11FwlMb0+pDCDSenx1KU6vtGS90Y402AEAtMvJ6cPu9uLU045FX/7tx9re/7jjx/AJz/5Edxyy00AgIWFeXz0o3+DP/uzv+y4792794RS9LrrvtmV1HRdFzfccD0AIJlMwrISyOVWu7kryGQyeO5zX4ArrngBzj77HBhG/UvParWKr33tanzmM5+EbduQUuKDH3wfTjvtDJxy8smA50C6DiCc+FTqSMrulCc8AX/9vvd1tZZNExvwY4INoIUO0V+klIBTVcOANpvONJJgifTQWglIKeG4XfbTpKnnG4KkJkEQBEFsAM9zsbo4j0OPPobCikpius7Wi5NWcE1DenwaY5M7kJ3aEZYn9wPVo3EtJi+d5WWI0mj1BhWOA69UgF3Iw6lWwr6YrRKKnqbV5aWlRKbsy4ceBi2VBE8pkdmuIX0yM46xqZ3ITu3E2NROWMk0vGIR1QOPoXL3rcgdPhibQA4AVe7508eVvFzTXZRHUWDqRiguuWWBmxag62FQTWOan7qcwHRiSh23JmBo66eGHc/BXHkBh4pHcKh4BHm7WfIOm6SexJ70LuzN7MY5x5+MbCINzxNYWWn/3nA8B6u1tbDn5ao/fdwe8lTtbghLxz0bNeGXjnt2296TgQisC0x1vF9pw0CoVn15uflhPqq0OyotTU2Hzo2wVLxfcMagcQ0a0zBmZqGvl+okjhqOP/4E/Pmf/xXe9KbX42c/+ykA4JZbbsLaWg7j4xPrXveZz3wWrr/+WhSLBdx443fxlrf8H1hWYt3r/OhH3w8l5iWXXIaf/7zzILSxsXG85jVvwEtf+j+RSqVaXiaRSODlL/9dnHzyKXjb294EIQQ8z8NnPvURfOA97+l4G4OHBvxsZ6TnqnTmZqsQuKbSmfqQ+rH6eK5Q/0B1gDEGjaaebwiSmgRBEATRBUJ4KKwuILd4GA9XVlDMLcPzPNi10RsqopsWspM7VHny5A6kx6b70gtTOA7clRVV5uzLS3d5OZwEPkoEZeW1fA52uajKyiHRKDiExmPl466pQ/bxj0qmab7ETIEn082JEAakx6ZCgTk2uQOGlVRN5ZeWUL33XhQeewzO0lJ4v8qaQN6KlJAbLqp81AQmAzNNP31pKolpWmCR16HOdNX3MjmFmcQkppNTmLDGu5I5UkosV1dxqHgEh4tzmC8vbnnPSI1p2JmaxZ6MEpmT1kT4wTna0xNQ6y84RX/yuJKXK7UcCvZoprvV5HGnXrbt1nzR2uqDmpKBjUN7jD6LhHoKs4qaqw43OrW9udTd8Evd+/8BU2MaphOTmE3NYCY5jdnkNCq5HITwwBnvavATcfTAOcfLXvbyUGp6nof7778PF1540brXMwwTl1/+XPzXf30NpVIJN998I6644gXrXue6674ZHn/BC17UldT83//7dW3Pk8IDPBfScwDPwQVnnYrLL74YN9ykkqc//ulPUa1WkUisL1sHAg342fZIKQG7otKZm2oRwgAzCWalt0RmO12WnusG9UPeKCQ1CYIgCKINtUoJa0uHsbpwEGtLh+H58s609I22ThwIiXRWSbFJJTET6bFN/WEkpYQol+uTx/0emG5+beRaL0YRwoNdWEOtmIdTKcET8V6RgnN4kR6YSmCyDffBbAc3DPB0RpWVJxKIlpUzzpAZnwmTmNnJHdANJTGk66J2+BDKBx5D9bHHUCkXkDdc5HUXa2PqMK+78EZtAjnjvrhMhOlLZhoxgatzHdOJSUwnpjCdnMJMcgpjZrYnaVR2yjhUnMOhkhKZNW+TPbX6wIQ1jr2Z3dib2Y0dqdmW5eSe8HC4MI/Vag4LxWU8vjyP1VpuZKesAyqFqcq1bdS8KqqeDdFCGHKmwfKH9RgRKdhvGaikqhuWkG80hcnB1TobBg31q2S8FZPWBGaSU6HAnExMND0+FeQGdvvE6HPiiSfFTq+trXV1vRe84EX4r//6GgDguuu+ta7UzOfz+P73bwEA7NixE0996gU9rVFKCQg3JjEhmn8nPPPCC0OpaTsOjszP4wknntjTbW0IGvBzVCE9Rw0C8jb576Smq3Rmh2qPQSGl7HpIkE5TzzcMSU2CIAiC8BFCoJhbRG7xEHILB1HKd9drapgwzpAem0bWT2EGyb7NIGwbtccPwFlcCNOXolrt04oHh5QCTq2CWmFNpTHtalji42kavKRRn0ZuahAa77vADOCJJDS/PyYz6kkrrmlqANPkToxN70RmfCY2gMmrVJDfdw8WDjyIpaXHscZqSl6mXNQyozetmmlarHRc9b80Yw+ryQ1MJ6dCgTmdmMSY2XvPVle4mC8vhmnM1Vquv3dmA1iapZKY6d3Yk9mFtNFcjukJDwuVJcyVFjBXmsdiZRmawcCYenna9mjJTCkBRzjh4JyaW2vRg5T5wjLe+3JQg2qEFOFE8novzF5SmMyXlvE+nf0uG28kbaRCeTmTnMZMYqpj6wSCcJz474RUqrt/088993zs3XscDh06iJ/85DYsLy9henqm5WW/+91vw3FUG4srrngBeIeWKlKKuMD0nK5KaMey2djpUrnc1X3ZEJrhpzENGvBzlCClVMlMu4LNpjOZlVYJzS18XXie7HJAKIOuU5p4o5DUJAiCII5p7FrFl5iHkFs6BM8Zrd51mmGE8jI7tRPp8Wlo2ub/+ZZSwj5yBJUH7kf1kX2Q7qiVLzcjpYBjV+FUy7BLBTjVCqTnwjU0JS9TKXiG1scemO1hjIOnUyqNmUqHqRDNMNTwJX+wT3p8Ctw/T0iBtVoeS3MHsXh4H5aWDmK1uoqS5vf2TA90yT3DDCMmL7llgenx156lWZhJTGE6OYmphEpgZoyNlXhJKZGrreFg8XBYUr7RcuJ+wcCxMzWDPX4aczox2XTfPOFhsbKMI6V5zJUWsFhZalq3NkJ/ctdTmPUJ4CIyeEFjOpJ6MpSBlj91fFAfDIMUZry0vfsUps705kFDA1xvgJL305hNTmE2qUrJG9sMDApRLcA7cBdEYRGyNkBptE1hVgo8OwvthHPBE9nOV9hi7r77rtjpJzzhlK6v+4IXvAif+9yn4Xkevv3t6/Dyl/9uy8tFp563nEouBKRdjaQwN/bly9zCQuz05MTEhvbTEhrwc1QjXVulM1skgHtCM8ESGbA+/K28Wbqdek6l55tj659pgiAIghgiUgoUc8vILR7E6sIhlNaWt3pJMaxUJtYPM5mZ6OsfOl6xiMpDD6L8wP3w8qM3PTlKKDHtKpxKGbZThcMBBwKepcHLKIk5rF4ATNehhWXlSYAxGFYinCI/Nr0LqewEAIaSW8ZqdQ2PrjyAlcoqlpYPYXVtDk6pCBkV56NQbcQYuFnvexlOIG/4wJjUk6qEPDmFmcQUppKTSOvtJ5B3Q8kp43BxDodL6qfqbn1CeMzMhiXlu1I7mpJ2gcScKy/gSHG+pcQcFYIUZliyHUlhMjAYmom0nopJwUGWYgORFGZErHbz+HGmNfXpHESpeysYOKaTk2EKczY5vaH0cT/wFvbDvvd7SjwRLZGVPERuDu7h+2GefRm0HSdv9ZLaksvl8KUv/UN4+pxznoS9e4/r+vrPf/4v4/Of/3tIKXHddd9sKTUPHHgM9957NwDgzDPPxoknngTp2rHkpbTLkNXN/01w8w9+EB6fnJjA7p07u7re4bk5/PGf/ikeevhh5NbWYFkWxsfGcMbpZ+DpT38GnnvFC2ElN/fvDTGaSCkgqyXAqWxuR4yrdKaRGJnXSS9Sk9g4JDUJgiCIox7HriK3eBi5xYPILR6Ga299Lz5ATTpMjU35UkxJTDPRerroZpCeh9qBx1C+/37UDh4Y2b6YdYlZg8MlqsyFAwmbe3BSAlKzhiYwA7iVUBIznQY3TZjJjBro4//wRAKrtTXkamt4pLgPq8s55Ko51JwqRLkMr1yCVypvPnnQLzhvTl+aZtMHgLSRwlRi0k9hqlLyfqTQbM/GXGkBh0pzODwiU8pNbmB3pKQ8a2Zi53vCw1JlGUfKC5grLWBhBBKk7RBSxBKPNa8GARGmGVNGEhN8fGhpxt4GDCkYeDgd3dBMWJoBg5vQ2PCSLFkjg9nUjC8wZzCVmBi47O0GUS2Q0OwFz4F97/dgjc2OVGKzVqthYWEeP/7xbfjSl76IhYV5AEAymcRb3vL2nva1Z89enHvu+fj5z3+GffsewkMPPYjTTjs9dplrr/16ePz5l18GWVgCIAHZ3xYnd993H358xx3h6csvuaRjmXvAwuIiFhYXw9OO66JYKuHQkSP475tuxGc+/xn84R++Fc95zhV9XTOxtUinptKZm30t6pZKZ47A7+kAzxMQosuKA3101r0dIalJEARBHHVIKVFaW0Zu8RBWFw6iuLY0EiJP03VkJmcxNrkTmclZZCdmY/0V+42zuorK/feh8vCDEJWtT8A1IqWAKzy4loaqJlGWDpy0BkeYEJUyRC3a128432IzxsBTKWgpJTKT41MYm9yJ9OQMZDqFEnewWs3h0dphrBy6F2W3XvopHAeiVIJXKkFUK131HxskTNfB/OSlkpcWmGE0eeGMkQ7F5UxyClOJSST1/kyrVanGJRwuzeNw8QgWK1ufjGZgmE1OhyXlM8mpWNrPEx6WqiuYK83jyAhLTJXCtMM+mFWvBld4YYoxZSQxkRiHqSkhOAyCFKaSmO0HDCkYDK43De3R+zwlvRM60zGTnMJsagY7kjOYTU0jqQ+njLxXvAN3kdDsFc+Bd+Au8NN/aeg3feedd+BZz3paV5d98pOfij/8w7fgtNPO6Pl2opPMr7vuGzj15DeG/TCla+Pb/tRzXdfxnIufhUH8QVSr1fDXH/tY2D8wmUjgd1/2sq6vzznHnj17MT09A845VldXcODAYxBCya7l5WX8yZ+8AwcOPIpXverKvq+fGC5SeJDVIuBuMmTAuBoEZFj9WVgf6TalqekcnI9GsnS7QlKTIAiCOCpwnZqfxjyE3OIhOLWtl3hmIhVLYSazk12nFjaKsG1U9z2M8gP3w2nobbXV8FQKXspCTQcq0kFBVCEMDcK24RWLEOUixBb0NGWaDp5OQU9nkJ7dA3NyEiKdQC2pIycqeKS6gnz+Mch8/IOgamhfheeLTGk3DlcZHswwY/JS9b9s/uZ/zMz6A3zUJPKpxCQSev8+DEgpsVrL4XBxLuwx6cqtH4yTMdJhSfnu9E6YWn2Yk5ACC+VFHPEH+yyUl0ZizY140V6Ybg2eFNC5mj6eMlKYsMaHKgS7GzCk0JgeKxk3/T6dfAtKBLNmBjuSs5hNTWNHcqblNPJRRRQWO1+IaGLUH7fzz38KfvM3fwunnHJaz9eVQuCyiy/Bhz9soVar4Tvfvhav+92XQ9PU7/877rwT834C8hlPexomxsf7uvaAv/7Yx7D/0UfD02949asxPTXVfEHG1YAfTYeWHMMll1yKF7zgV/C0pz0dqVS8UiWfX8N//ufX8A//8FlU/eGFn/vcp3H88Sfguc99/kDuBzFYpJSAU1XDgDabzjSSYIk02Ij+/u526rlBU883DUlNgiAIYlsipUS5sIrcwkGsLh5CcXWxywmDA4IBqewksr7AHJvaASuZ6Xy9PiClhDN3BOUH7kd1/35Id4uFDGfQJyahT03BtXSUmYeiV0axtAbhVQFIiEoFXqmoZOAWrJebFpBOQZ+ZBqYnYacMrJkS+90SXHkIqEH9NCCFCMvKRakE6W1Ngo8ZZr0svkX/SwAYt8ZU78uE6gU4lZiEOYBJzEW7hCOlORwqzeFIcQ5Vb+vbO+hcx+70TuxN78be7G5kjUwo+5TEXMKcL13ny4sjJzGllLCFg5pbgyOU6JeQKoGpJzFhjQ1VxEkJeNJVfTk9GzXXDkvbo3DwsOelEQpMNSV9K9C5HvbA3JGaxWxyGok+pZAJohPZ7BjOOuucpu1CeMjn8zhw4FFUq1XceecduPPOO3DWWWfjfe/7C+zatbvjvqVrQxRXAOEixYFnPeMZ+O5NN2FldRW333EHLrrgAgDA9f/93+F1nv+c5/TvzkX4l6uvjt3OJc98Jn79RS9SJ7iuJpNr6hBcC38Xv+CXfxUv+OVfbbvfsbFx/K//9UpcdNEv4aqrXoNiUbUr+cQnPoKLL74UljV66TyiPdJzVTrT2+QXwFxT6Uzd7HzZLUIIAc/rTmpSP83NQ1KTIAiC2Da4jo215SPILRxEbvEQ7Oomm4pvAs41jE/tgJ6cRGZyB7ITs9CN4f6B5ZVK9aE/a2tDve0AZpkwpmdgTE9Dm5iEbXIUnTJWcoso5uYgKr70kwJepQyvWIIoD1cGSgAOl/CSJjAxDnd6DOW0jmqCA5wDKKkLtgmJSsf1e2OWICrlLSsr58lkOG2dm/XXGgPDhDWuBpkkpjGVnMRUYhIGH8yfebZn40hpPhzwMwp9MQFgJjmNPeld2JvZjR2pmVD6CSmwVFnBXHkeR0rzSmJucLLvoPCEh5pnhx/2HeFAYxqSRhJZlhn60ANXeKHAtP3DxhJ8zjiSWhIJzYKlmX6Zu7alAxrGzCx2pGYwm1Q/k4nxbZPC7AaenYXIzW31MrYdPDu7Jbd7yimn4m//9mNtz3ddFzfffCM+/vEPYWFhHvfddy/e+MbX4XOf+0eMjY0DUkJ6jmpt4tjx1gPCjU0of/7ll+O7N90EALj+u9/FRRdcgEq1ipu+/30AwFg2i2c+/el9v4/Xfuc7+NQXvhCefuLZ5+Bd73wPWDKrZGYfqlNOPfU0vO1t78Sf/Mk7AACLiwu46abv4XnPe8Gm900MHiklYFcg7dIm/35igJkEs9IjMwioHd2mNDWND7yC61iApCZBEAQxskgpUSnm/N6Yh1BYnYfssun2ILBSGUzuOA4nnnoqZnYdBzCOlZXSUNcghfCH/tyH2uOPD1WwaWNjMKanoYcScwJlt4rCyjzmV+ZQeOwRiIisVKnGErxSEaJUhuzzUIL1qDGBii5RG0+gNp6CnBoHMilfYq6PlIC0a0pilooQtS1KHnIOLZX2RWYKTNOQ0CxMJiYwaU1gMjGOSWsSkwlVdjwoPOFhobLkl5TPjURfTABI6SnszezCnsxu7EnvCsvohRRYrqxirqySmHPlhZGSmEGi3OA6BADHs+EIFwndCgVcEsNLEwZCNUxheja8puQqg8lNWJqFhG7B0iwYQ+592YhKYc5EJOZ0X1spjCLaCefCPXw/9dXsBc2AdsK5W72Klui6jssvfy7OPPMsvPKVv41yuYQjRw7h7z7+IbztTW+CDN6HEh3/rb/gKU/B1OQkVlZXceuPfoRSuYxbf/hDVCrqy9/LL7kEhtHfpP6N3/8B/vIjHwl/p5122hn467/9BFKZ/lepXH75c/GpT30cR44cAgD85Ce3kdTcBkjPUYOAvE3+G6zpKp05gGqTQeDQ1POhQlKTIAiCGCk811FpzMVDyC0cQq0yXGkYhXGOsemdmJjZi8kdxyGRHgNjDFNTaWga77q0pB84q6uoPHg/Kg8+MPChP0zToE9PwZiagT49DWN6BvrUFKBrKK0tY23pCPJzD6Jw30JMYgJq0rrwy8q9Iacaa1yiltRQmEzCmcwAU+Ngend/6kghVEl8UFa+RSX8TDfA02lYmTFMT+zCZHIyJjGHMcBESomVag6HS0dwpDiPufLCSAzK0ZiG3emd2JNRacxxU70fhRRYqa7iody+sJw8KNneaqQEJAQs3URCt+B4LuyaCwkJ139MNa4NbbJ2MMin5tX8EnIbrmx+rDjTwgRmIDG3OvE4bo0piemLzPEhl+CPAjyRhXn2ZTQBvVs0A+bZl43U5PMoUkrAc7FregIvfN7z8JVrvgYAuP6Gb+MPXv0qpFMpoMvvDTRNwxWXXYZ/++pXYds2vnfzzfjuzTeH579g06XnDNDqpeQ/uP02vPcvPgjPH+Rz0kkn40Mf+gQyAxCagBri9+QnPyWUmo8//thAbofoD6rneAmwK9jcYCoGZqVVQnPE05kBQkh4brel59RPsx+Q1CQIgiC2FCklqqW8SmMuHkR+eR5SDE8WNmIm05ic3YuJHXsxPr17oNPJOyEcG9V9+9TQn/n5gd4W0zUknnAKkmecAXPXbjDOIYSH0toyFpfnsPbYXSisNktMAJCuoyRmsaimfg8NBmFoKGV05GZTcCaz4OkUGGNdfQ6UrhdKTK9SBrbgdcfA1PCeiV2Y3XkSpqePw1RyItYDchgU7RIOl+bCNOYo9MUEgKnEJPamVRpzZ2oWGtd8iZnDPcv3h+XkoyAxg8E5jnDCKd5CCjDGUHNt2J6tHD9Tz/ugEVLA9pxIArPW5nFiMLkRysuEZg19AnkjJjdU+jKlEpizqRlY2uj2Txsm2o6TYY3NwjtwF0RhEbJW3uoljRzMSoFnZ6GdcO5ICU0pJSA8wLMhXUf1FvS/+Dv3rDPxlWvU5WzbxgMPPYSnnHdeT/t/wXOeg3/76lcBAP9+zTU4cPAgAOCE447D2Wee2dti/YE+zB/qA00PB7L89Kc/xrvf/U64/pd/e/cehw9/+JOYmJjo7TZ6ZHp6Jjyey+UGelvExpGurdKZYpNfhmomWCKj+rFuI1y3u/vNOYOmHVtfzA2K7fUKIQiCII4KPM9FfnnOLys/iFq5uGVrYZwhO7kTkzv2YmJ2L5KZiS39MC+lhDM/h/L99w1l6I+xYxapM85C4uRTAMNAaW0JS/vvRn5lHvnVBYiWty8hHEdJzCGWZzMwWNyAbXKsTVpYnk1AZtNgVgKMAZ2+75YSkI6tJGapCFEdbOK1kaSnYczVMS5NTE/uxo49p2L2pDNgZsaGug4AqHk25krzOFScw+HSERTsrXsPRknpKezJ7MTu9C7sSe9CykhCSIHVag73rTyIufIC5ksLsLdYYkoplTAUSlbqTFPtvriJpJ4IE4TDGpCj1mPHysjVY9SckKmnMINScnPLE48T1jh2+BJzR2omTOESreGJLPjpv7TVyyC6QAoPcG1IzwFcu+3E50w6HTu9vLLS822d8oQn4NSTT8bD+/fj0QMHwu3Pu/zyzldmXE2TDiQmb90f96677sQf//FbYNvq3/2dO3fhIx/5FGZmZpou22+qkX+zEwka+DVqSCkgqyXA2eSX24yrdKaR2Jb/DnTbT5NSmv2DpCZBEAQxFKrlQjipPL881zLxNyyMRNJPYx6H8endQx/w0wqvXELlwQdReeB+uAMe+sMTFpKnnY7kGWcCmTRW5h7DYz+/eR2JCQASolZTMrBYhHAGL5UYGJLchMUNlBIcy7MJLE3oQDoJZlpgrHNlnpQSolqBKJXhlYqQQ1i3ITjGXB1jri8xXR0T5hiyxz8B1kknwdy9B7zPvc06Ue+LeQSHS/NYGpG+mAY3sCu9A3vTu7E7sxPjphK8K9UcHsk/ppKYpUXYYpPTUjdBULIdSEPbc8AYQ0KzkNQtZBITQ55ELuEIB1VfYNqujZqw0brEj8HUTCQ0c4RSmKbfB3M6TGKalMIkjhJktOWK50IWu/tdWyjGv1iyzI29J55/+eV4eP/+8DRjDM9vlJqMqUnkkd9b3EqBJ9dPtd5//71429veFPbpnJmZxUc/+ins2rVrQ2vtlUcfrd+vycmpodwm0R3SqanJ5pttVaNbKp05pJYs/UZKCbfrfprb8z6OIiQ1CYIgiIEgPA/5lXnkFpXIrBbzW7cYBmQnd4QiM5WdHIlvf9XQnwMoP3AfagcODLb/JAOs445H8owzoe/ZjdXFQzj08B1YWzoS/xAWX6HqM+n3yBx0ajSQmCluQecGcimJuVkTS2McLJ0GNwx0o46k50GUy/7E8vLmS6DawCVD1tMx7iiBmfUFZkJwMDDoU1NInHYSrBNOgjE7O9TXnOqLuYrDpbmR6ovJwLEjNe0P99mJmeQ0GBjW7DwOF+fw09LPMVda2DKJWR+a40tMYcMVLkzNRFJLIGOkYCUT0IYkMYOS9mgJue3ZkG16lGlMiw3zGYUU5qQ1gdnUNHYkZzGbmqYUJnFUIaUAPKdeTu5GKxe6/zf953ffHTu9c+fODa3nissuw6e+8AV4/hfH5z/pSdi5a3e8lDz4YqOH9+H+/Q/jLW95I0ol1ed8cnIKH/nI32Hv3uM2tM5eWVpaxM9//rPw9BOfOJrDn441pPBU70xnk5UvjKtBQMb2HvbmdtlLkzEGTaN/B/sFSU2CIAiir1RKeRx55B4sHdoPb4uGrQCAYSUwMbvX/9kDfYT+UHJzqyg/cD8qDz4IURlsD0otm0XyjDNhPuEJyJdW8diRR5F74Pvtp8hLAa9ShlcsQZRLkANM1DIwJJiBNLeQ4haYrmEu5eLhGQsrWa76Y+p6x7JyAJCO40vMknpM+yqIGdKen750lLgcc3WkPQ08mhXlDNaevbBOPAmJE06Elh1uL7eCXcSR0hwOF+dxuDSH2oj0xZy0JrAnswu707uwKzULQzNQdEo4UpzHfSsP4UhpHhV3mL1Y1cvDlS7soFQ7nPrtIUg3JjULWXMSlj4ciRmsqebWYmXkEu0+JDFYkQSmpVvQWeuS0WFhaWbYC3OHP5Hc2CbTagmiG9RwH8cvJ3f8gU2b+/fm4OHDuO6GG8LT01NTOO3kkze0r6nJKXzvW9fFJOZmU28HDjyGP/qjP0A+r6pIxsfH8eEPfxInnnjSpvbbLVJKfPjDfw3brn/ZdfHFzx7KbROtkVICTg2yVmzbUqFrjCSYlQbj27+/ZC8pTfpyr3+Q1CQIgiD6QmF1AYf334OV+QOb/ft+YzAgMz6DyR3HYWJ2L9Lj0yP1B8NQh/5oGhInnwzrlFNR1DwcnnsUudu+1bbkX0pR7zNZKqvkySDW5UvMFLeQ5haS3ERVkzicdvDgrIVchoOnJsA0rbv+mLWqGlBULkH2qa+n5ZeOjzs6sp6SmGOuDr1NoTtPWLCOPxHWiSfCOu548A2WDG6EqlvDkdK8EpmluRHri6l6Yu5O70TKSIZr/fH8nThSmkPeLgxtPUG5djSBaXs2RCgL1aCcjJFGQk8gMSSJ6Qo3Polc1CDWee9FU5gJzYK5xSlMjWmYSkxgOjmtSsmTMxgzhzvgiiAGjRru4wKuLzIjw302i+u6uPkHP8AnPvMZVCL9In/3ZS/r/n0UG+jjS8w+vgfn5o7gj/7oDVhZUWX0mUwWf/u3n8App5y6qf1ee+03MD8/hxe/+KUYH59oe7lyuYy/+ZsP4sYbvxtuu+SSy3DaaWds6vaJjSOFpwYBuZusqOCaSmfqR0f7EVV63t3fz4ax/QXuKEFSkyAIgtgwUkqsLjyOw/vuRmF1cei3r5sWJmb3YGL2OEzM7IZhJYe+hvVQQ3/mUX7gflT3PTz4oT+zs7BOOw21bBILy4eweu8t6/QuVaXlbqEAUSwORGRGJab6URKmoLk4lPEwP8uRT3Pw1DgY551FphB+ObyaWC69jT+emmR+30s/eenLS0t2/kNTHx+HdZJKYxo7dw01XVB2Kng4tx+P5R/HUrX3QRKDwOQGdqV3Yk96F/ZkdmHMzMKVHhbKi7hn+X4cLs1hpbo6lLXUJ37bsIUN21WH8XJtJTGTvsBM6NbAB/qosvYaKk4NpVoFNa/WoR2ASmEGA322OoXJwDGZGMdMcgoziWnMJKcwYY1D26Z9zwiiHfUJ5U7H4T6d2PfII3jru9/dtF14HoqlEh49cADVhi/knv1Lv4TfeNGLOu6baSZYeqrtQJ9+8dd//QEsLNS/iB0fH8enP/2Jrq//8pf/Di644BlN2wuFPD772U/hi1/8LJ7ylAtw7rnn4aSTnoCxsXFwzrGysoJf/OLn+Pa3v4W1SJ/x3bv34m1ve8fm7hSxIaSUgF2BtEubF/tmCsxKgW1xe5R+4rlinXZOdRhj0PSj536PAiQ1CYIgiJ4RnofFQ/tw5JF7USkOdqhNI+nx6XBSeWZiZiT/IPLKZVQe8of+5HIDvS2esGCdfCqc2QmsVlaxeugX65b9S8eGWyjAK+T7LlnbSUwJibzu4aExD/MzGgrpBHgyqf6w67BP6XrwykpieuXyhj5ccsmw0zYx6RhhCXnK73vZ5R2DuWs3rBNOROLEk6BPTPS8hs0gpMCh4hweXH0YjxcOte2nOCwYOHamZsKS8pmkGtiwWFnGI2uP4XBpDgvl5XXKpvuDJ7yw72WQwHTaTEU3uYmEnlAiU7MGLuM84aHqVVFx1Y+HusAUovlx0Zge9sGspzC3LvE4bo1hNjmNmcQ0ppNTmEpMQOf0sYE4OpGBxAz6YvapD3OhWMTtP/1pV5c1dB2/87KX4ff+5/+Epvm/nxgD01UKUzBdJTEDNB1MG/x7MjpxHAAOHTqIQ4cOdn395z73eeue77oubr/9h7j99h923NdZZ52NP/3TD9CQoC1Aeq5KZ3qbHLao6SqdeRS2Jel66rnOqaKhz9BfJwRBEETXuE4N8489gCOP3gentsmm4F2iGQYmZvZgYsdxmJjZAzORGsrt9ooUArXHD6B8/3CG/ph79sLbNYM15mB16XF4D+9ve3EpPIhiUaUyq/3tXZhkZigxk9wMy3YlJFZ1F3OTEvPTOippC8xKqKGr6+xPSiVew3L46sZeZ7pk2FWzsKdqYadtQu8igRmFGQas449XIvOEE8ETiQ2tYzOUnDIeWt2HB3P7UXJKQ7/9KFOJSez205g70zugMw2rtRwOF+fw88W7MVdegCsGk0SWEvCk2zCB3IYr29/esCWmkAJVt4aKW0HFrTYNOuKRNC8LJ5KrBGYwkXyryJoZzCSnMZOYwkxyGtOJSeqDSRzVSCnq5eSurcrLhwhjDMlEAuPj4zjlpJNw/rnn4opLL8XkxIRfQm6A6SZ0ywJjTP276A32S6Jhc+aZZ+PCC5+Ju+66E5VKed3LnnzyKfjN33wZfuVXfh26TvpimEgpIWtlwC5jc72lGJiVBszkUSn0pJRwXJp6vlUw2U1GliCOQVZXy3C7/OU0ikxNpaFpHJ4nsLKytR+Gie1PrVLE4UfuxcLjD0EMYfhPamwynFSemZiNCYFRIPr+Wth/SA39eehBiPL6f5hvFp7JAHt2opDSsLq2ANder4+khChX4BbyEKViVyUx3ZBgpj/Yx0SSW7HegxISK4aDuRkD85MaqikDzLQ6DliVUkJUq6HIlM7GkgCG4Nhds7CnZmFHzYTWbRLTR8tkYJ14IhInnARz926wLfjwJKTAwcJhPLD6MA4WDw/99gPSRiosJ9+d3omknkTBLuJwcS7s41kdwCAi1f/SjfW+7NRrEggkpqVEppYYisSsuTVU/DRmzbPR6gMfA4OhmUibCSR0E6ZmgQlty1KYaSONmcSkkphJlcK0tKOjn9l2ZmHhIITwwLmGHTuGM036WCIc7hMkMT0XW9P8uwVcB3QDTDOVzIz8vaNpHIz5X+wcZVIzQAiBAwcew4EDj2FxcQHlcglSSqTTGczMzOCcc56EmZnZrV7mMYl0bZXO3GxyWTPBEpmhJIu3Cs8VKBW7+5soO54YmNgdld8Z/fg3Tdc1TE52F2Q5el9ZBEEQxKYp5VdweP/dWD78aN+kWCs0Xcf4zJ5wWrmVTA/stvqBsG0U9+9D7ud3Y+2RA4O9MY0DO2dRzlhYdfJwSoeBdb6nUOXleXiFQl/KyxN+EjPdQmICgIDEkuVgfsbC/KQGO5UCN1TKaz0VLYWAKJfhlYrwSuUN/9FsBSKzamHWNuPTyLvA2DEL64STkDjxROhTWzdcqmAX8VBuPx5a3YfykCeBA6ov5u70TuzJ7Mbu9C6MmRlUPTXc5475u3C4NIfigNKijnBRdiqouGVU3FpXZetGpCfmMCSmlBI1zw6TmDWv1tQGgIPD1EyYmgnLPzS5AcYYTFMPP2jY9nBSYQk9gZnEFGaT05hOqj6YSX34iWOCGDbx4T62mlI+KhKTaXWJqRubnky+3eGc46STnoCTTnrCVi+F8JFSQNZKgL3Jv0UYA7MygDE4iTcqON1OPddp6vkgIKlJEARBxJBSYm3pMA7vvwdrS0cGdjvJzHg4qTw7tQN8xP+wl1LCWVxE+f57sXrwMUjXGZjolZCQmTSqk2nkeA22m19fZAoPXrEIL5+H2GRbAJPpyPBEWFLeagq0B4nFhIOFnQnMj3G4qXSYalxXZDoOvHJJDfqpVDZcop/0NOyuWdhbtTDtGN33xoSaDG/u3YvEiSfBOvFEaKmtE+hCChwoHMSDK/twqDS491orOOPYkZwNp5RPJyfhCQ9z5QXcv/IgjpTmsVrLDeS2pZR+r8kKym6lbR/MKFGJmdAS0AcuMQHbs1HxKqi61SbZqjEtJi8tbkLn/Z063AuWZob9L2eSqow8pR+dZX4E0UhsuI9rq75/Axh+tyGC6eS6SmIOerAPQWyGvqUzdUulM0f8b/t+0XU/TZp6PhBIahIEQRAAVAnQ8pFHcGT/PSjl+z+pmOs6xqd3qUnls3uQSGX7fhuDQDgOqvseRvnee+AsLQEATKv/H0okJAQD7MkM1iyJKpeAKKJ9aE3CK5fhFfJqEvgmBKvBdIzxJMa0JCxmtLxvLiQWUi4WdiYxPwaIZAbMH2bQ7pGQEpC1mkpjlkuQtY2XK6c9DXuqCeypWZh09J5EJk8m/DTmSTD37g2TpFtF3i7gwZWH8VBu/0BKuNsxlZgMS8p3pGbBwbBYWcLjxUO4be6nWKosD2wIkeunMct+0rFTGjOUmJoSmcOQmI5wUHGrqPprFP4adW4gZSRhchOWZsDUzC3tgalzPZxAHgjMjJEmUUIcU8ioxHQdQI5IyyjGlMT0k5jYwi87CKJbpBSQ1RLgbDadycESGSU1j5HXvff/s/fe8XXd9f3/84y7h/aWLcnblkdInL0DCUmANowCHVB2gfJtKWX8Sku/FMoX2lIaVguU0sGGNFBSEofsPRwn3paHbMm2ZO275xmf3x9Xvpasda90tezP8/HII9K553zOx1d3fM7rvN+vl2VPGgA4GdJPc36QoqZEIpFc5FimQf/JI5zpOkQ2Vfr20rLqBhraNlJW1YiqLZ8vczMcJnnoAMnDhxHZ7MwHzAKBwDINDJ+LmFcn6dZAnX5hZGczWLFYrr3cmn0bq0PRCKgegpoX9xRCpqHY9PtsBuq9DPgFwhPI+31NKWTaNnYqlavGTCbm1AIfMHUa0zmPzDKzOCFTr6zEvbIFV0srjtraRV9cW7ZFd+w0R0LHOJPoX5Bz+hw+mnz1NIz6Yro0JyPpMGcSfRwY6qAvOYA1T0KAEIK0lckLmYY9/XtIU3Q8o8E+Ht29IKKhYZujImauatQSNk41J1pWuMvzlZjqJNXKC4WmaFSNemCercIscwYX/fUskSw053wxs2N8MZcCCmg66M5corM2+fepRLJUEUYGkY7P/caAw4Pi8o3zhb0YKLRKU9NVVFV+NswHUtSUSCSSi5RsOklf1yH6Th7GmmUwy1QoikJVYyuNbe34yqpKOvZ8ImybdFcXyUMHyPb0zNt5TDNLFouE30nS70G4pg/qELY1KmRGsedQ7aijEdByFZkexTnphVdWsekrg4E6N0M+EO5zd9unFDJNCyuZyAX9JJNzavsrMxw0ZVw0pF0ErSKWKYqCs6EBd2srrpWt6MHgrOdQSsKZCEdCnRwLHx8Nk5k/nKqTBn9dvhrTr/uIGXHOJPp57sxOzsT7J6RylxLTNkmaaVJGkuQM1Zgqaj6d3KN7cCxANZNpm6TMDGkzRcbKoigKLi0XMFTmCuBQnYsW4AOgoFLlLs/7X1Z7Kil3lS2qqCqRLBZL2hdTHSNi6g4U+R6VLEOEbSMycTDmZluEqqG4AzmLhYsQs1A/TVmlOW9IUVMikUguMpKxMGdOHGCw5ziiwHaJQlF1nboVa2lo24TL4y/p2POJlUiQ7DhIsuMQdmJ+Eswt0yCTTZLyOEhWuLACQaaPBRdYiUROzEwkmO3FnIZKUPMQ0Lx4pxAy06rFGa/JQL2X4YADxePJT22yGQqRCyQ6m1Zup+e2IK4wHDSlXTRm3Piswhd9itOBa8XKnD/mipWoLtec5lEqTNukK3qKw6FjDCQH5/VcVe5KWoIr8r6YaTNNb6KfPYP76Y33kzTn5/UMZ8NzMiTNFEkjNa1gqqCcEzE1N05t8tdiKbFsi7SVwbBNhLCxhcClOSlzlS2IiDoTFa7yfPt4taeSClf5vAceSSRLGWFbY0TM7NLxxVS1XIKzPlqJKd+nkmVOrjozNvf3mNOL4vJetMK+bYuCU8Yd+sX5HC0EUtSUSCSSiwAhBLHQAL2d+wkNnC75+A6Xm4bWjdS1rEd3LA1haSaEEGR7e0gePEC6q2vWoTXTYVkGmVSCjCZIBtwYTdWgT//Va2czWNEoVjyGsGbXCqSh5ioyVQ9edXJfo5Rq0evO0FftIFzmQPWXoajqlEE/QghEOp0TWhMJhDGXij+F6qyDxtHUco9d+AWiFgjkQ36c9Q15X8+lQCgd5nDoGJ3hE2QLCL+ZLbqqs7qsjXUVqwk6/ZxJ9HMscoKnep8jkonO23khJxSeFTFTZirvOzmRXBXk2UpMl+aa9ypIW9goqChKrrU8a2Vxac4lEZjj0pysKG+g3leL2/JT6a7AsYi+nBLJUkAIe7Sl3MiJmPYSaSlX1DGVmE4pYkouGEpXnamjeAK598hFTKFVmqqmompS1Jwv5GpKIpFILmCEsBnpO0Xv8f3Ew0MlH9/tD9LY1k5N0+pl45dpZzKkjh4meeAAZiRS8vEtyySbSpAx0qQCLozmcmyfZ9pjhGXmfTLt7Ozay1VUApqboOrFN4WQmRwVMs8EBeEKJ1qgCtXhYKq/nLBt7GTynD/mLEVWAEUo1GSdeSHTJQpf3Dlqa0aFzFb0ispFF6jGYtgmJyLdHAkdYzA1PK/nqvFUsaqsFZ/uZTA9zHNndjI0z+fMVWNmcwE/RoqMPfXr06k6x7SUu+e9bTroDOBQHdjCJmWmSZrJfIWxQ9UXVTTUFZ06Xw0NvjoafPWsaWzCoetYls3ISOm9iyWS5cC4lvKzKeVLoaVcUXKVmKMipkwol1xoCCHAPOudOZfqTAVcXhSnV75HKFzUdMjU83lFipoSiURyAWJZJoOnOzlz4gDpRKzk4wcqa2lc1U5F7Ypls6gxBgdJHDxAuvMowixtOIptmWTSiVxVplvDqK7ArKiF6czShZ1LL49Gcz6Us7iwU1Hwj6aW+1T3pJVwiVEhs9drEKlwogfKUNweHFP82YRhYiXjOSEzlZpTBasqFOqyThrTLuozLpwFCpmKpuFsaspXZGpe36znMF8MpUY4EuqkM3ICcx6rizRUqjyVeB1e4tk4L/TtmrdznSVXjZkLz0maSewpLoD00XAf9zyH+2iKRoW7nEpXOaqqYVgGsWyc4fTIuKCjxfSeVBWVWk91TsT011PtrhzXSi59MSUXK7mW8izCMpZQS3kuoRx9NKVcW3w7ColkvhC2lRMzzdl7sgM56wV3AEWTEhLkhGLTlKnnSwH5ipRIJJILCCObpq+rg77uDsxZVvxNiQKVdStpXLWZQEVNaceeJ4RpkjreSfLgfoyB0nob2pZFKhEnEYuSESZmdTlGy4oZQn8EdiaDFYtixeOzqnxUUPCrboKaB786eTVcXDPpdWXo8WSIBhzowSCqz4dzCpHVzmax4jHsRGJOQUQAmlCoz+QSy+szTvQChUzV48a1shV3SyvOpiZUx9JracpaBscjXRwJdTKcHpmXc5i2SdrM4NQcOFQnBiYDqSFIzcvpgJxunbWyJM0kSTNFxpr8NaAq2rmEci0nYs6HEFDmCtLka6DKXYGqqMSNBP3JQY5Hu+dVQC6WGk9VvhKzxlst28klEkZbyk3jnIi5VN6zmj7qi3lWxJQ3GiQXNkIIMDK5dvO53ExQFBSXL5duLsX/PIWmnquqIlPP5xm5+pJIJJILgHQyxpkTBxk4dRR7Di3Ck6FqGjXNq2loa8fjWxqJ0jNhRiIkDx0gdeQwdrp04q4QNplUgkQ4RTabwqwIkm6pxQr6pg39OddeHsXOFu9FeVbIDGgeAtMImT3uDD2uDFGvgh4IoAWqcU0hDgoBdjKBGYlgJ+fWDuuwVRpGhczajBNtypz08egV5bhackKmo6YWZbrK1kVCCMFgapgjoWOciJzEFKW7QBdC5ERMK0PaTJO1Ddyai4AzgHPUp0qZ0uV0btjCJmmkcm3lZmpcxeNZFFTcuivvi+lUHfNyQaMpGg2+Opr9jQRdfqKZOGcSfXRGTsx7YnwxVLorRkXMOuq8NTi1izPpVSIZy9mWcmGOJpQvlZbyceE+ziX5/SKRzBelq8505rwzpa/sBIwiUs+lGDy/SFFTIpFIljHx8CC9xw8w3Ndd8msI3emivmU99S0bcLim94RcCgjbJnPyJMmD+8mcLm0Ykm3bpBMRUokIlq5BYzVW3UqEw4GVmULkEvZoevnZ9vLiUFDwqa5RIdODNomQGRsVMnvdaSJOgeb3owfqcLk9U2qswraxYlHMcGROYT/OUSGzKe2iJutELUTIVBScDQ24VrbgbmlFLyub9fnnm6yVpTPcxeHQMUKZcEnGFEJg2AZpM0PKSpM2M1jCxKO5CTgDVDuq5m3hKwRk7SypUSEzbWWY+KGh4NZc+WpMlza5N2spCDoDNPsbqffWYgmLM8l+9g4dnNe09mIJOgM0+Opp8NVR76vFo7sXe0oSyZJgSbaU58N9nLm2cinCSC5CctWZ6dHqzDlcGCgKissPDrcU5CahuNZzeUNlvpGipkQikSwzhBCEB0/Te/wA0eH+ko/v8vppbNtETfMaNH3ptQCfj5VMkOzoIHnoIHaitAEctm3lxMx4FCPgxVjVjFXux+l25ETDCetFgZ1O56oy4zGEXfyFnk91EVS9BLSJQqZAENUtel1pet0ZorqJ6vWhB6px+3zTVqLYhoEViWBGo2DPrprXbWn5oJ8qw1GQkKk4HbhWrMS9shXXihWo7qUrDAkhGEgOcjjUSVf05KTVi8WOl7WypEYrMdNWBnt0TE3RCDj8BFx+HOr8vM/yATqjQqY1SZWpU3XmRUz3PIb7aIpGvbeWJn8DQVeAcCZCT/wMh0aOIqZMUF9YfA5vvp28wVeHz+Fd7ClJJEuCcy3l2dGW8tJ2hMwO5Zwnpgz3kUhGqzNjuffoXNCdOe9MeWNgSizTLkg0VhQFTaaezztS1JRIJJJlgm1ZDPUep/f4AVLx0qd2+8uraGhrp7K+BXWJt2kJIcieOUPy4AHSXcfBLm2Zqm1bpBIRUukE2aogRutqhHvqVlNhGufayw2j6PN5VRdB1UNA86Ar4xeRAkFEz3lk9rozxHQTxelED5TjDgRQ9Km/yoUAO5XEjIRnLfh6LY3GtIumjJsKQ0cpQMjU/P5cW3lrK876BhRtaS+M02aGY+HjHAl3EslEZz2OLQRZK0PKzJAercQ8X7DzaB6CLj9evfTJoUKAYRs5b0xj8mpMXXWM88XU5vGixe/w5asxBYK+5AAHRg6TMJZG+rdbc+UFzAZ/HQGHX4oiEgmj1V6WOSpiLqGW8nG+mPNjhyGRLDdKV52pjnpnyurMmSi89VyVz+UCIEVNiUQiWeKYRpb+k4fp6zpENl36tJDy2iYaV7UTrKxf8l+8diZD6thRkgf3Y4bCpR/fNknFoyQUg2x1OWZlw9QJ5rbAiEbJjISxU8W3zHoUJ0EtV5HpmETIDOsmve4MPe40Cc0CVUMLBHAFAigu93QWnqMt5jHMSAQxi8Aov6nnKzLLzcKETEdtTT7oR6+sXPKvJSFyItvh0DG6o6emTPieDlvYZM6KmGaajJVBTHLhrykaAWeAgNNf8jCZfDWmmSJlpCZ4fmqj4T7uUV/M+QyzUVCp99XS7G8g6AwQyUTpSfRxJNw5q+e31DhVB3W+Whp89TT66ih3lS3516lEslDkW8rNbE7EXALv2XxLue6UvpgSySQIy8x5Z87Vf1p3obj9sjqzAIQQBYcEydTzhUGKmhKJRLJEyaQSnOk6yMDJI1hmadNDFVWhunEVjava8QYqSjr2fGAMD5E8cIDUsaOIEj8XALZlkkrFibkhu7IS2zeVh2iuvTw9EseMxRG2hV1ElahbcRLUPAQ1Dw5l/FewQBAaI2QmNQtQUL1enMEgqtc74wWdMAzMSAQrFi06WT1o6rmKzLSboDXz8kDRNJxNTbhbWnGtbEHz+Yo632KRMtMcCx/ncOgYsWy8qGMtYZE2M7n/rPRoiM3Uf3+v7iHgDODVS5cYerYaM2WmSBopUlZ63BxU1FEBM/efY57Cfc7i1b00Bxpo8NWjAH2JAQ6NHCG+BKoxdUWnzltDgz8X7lM5mqYukUiWaEu5ouTES80hW8olkmkQQkA2hcgm5l6d6fbnRE35XisIy7Jzz/+MKOi6XHMsBFLUlEgkkiVGIjrCmRMHGOo9gShxW7WmO6hbuY761o24PEtbhBKmSfrEcRIHD2D0l947FEbFTAwiHoVsYy3oU91RFViJBObICHY2g6oqBS/+3IqDgOYlqHpwqpMImQ6TnlGPzJyQCYrThSNYgeafvr0ccmtZkU5hRsJY8QTFtAiWmY5RIdNFoAAhU/W48yE/zqZm1CmS1ZcaQgh6E30cCXXSHT1dsIfj2GTytJkha8/cgqkrOgGnn4DTj16iqkjLtkiZ6ZyQaabHeWMqKLg0dz6h3KU55/XCREGhzltDk7+BMleQWDZOb7yPp8PPz9mDdO5zU6n1VtE42lJe7ama1/Z6iWQ5Mb6lPAuWiWwpl0iWH7nqzNioLcQckNWZs6LwKk3Zer5QSFFTIpFIlgBCCKLDffQe3094sLfk4zvdXhraNlK7Yh26Y2pvyKWAGY2SPHSQ1OEO7HR6Xs5h2xYpn4OQU8f0+Zm6l1tgJ5MYI8PYmcLbuF2Kg+BoarnrvBAYgWDEYeRSy10ZUmeFTE1D95ejBYMoTte07eUw2mIej2NFwkXNrdxw0DiaWu4vQMjUK8rzbeWO2tpl1f6XNFIcDXdyJNQ5Y+WgEAJTWKMCZi7Ux7ALvWBQ8I1WZXr0uXtRCSFIW5nRasw0Wfvc31dBxaN7cGsu3KMJ5eo8L5o9uocmfwP1vjo0VPpTgxwJdRIziqt0nQ+qPVWj4T511Hpr5rW9XiJZbgjbBmu0pXzJpJRroy3lDtlSLpEUQb46M1PcDewJjFZnKo6lG9y4VMm1nhd2A9chU88XDLnyk0gkkkXEtm1G+rrpPX6ARGS45ON7A+U0rGqnurENdQnfiRW2Teb0KZIHDpA5fXLeikeEy0Ey4GZYS2PPUAFpp1I5MbNAH1Onouc8MlUP7kmEzOGzQqY7Q1odXRApCprXjxYIovoKC44RpplrMY9GCm4xrzAcNKVdNGbc+KyZXwfOhoZc0E9LC3pZeUHnWCoIIRhMDXFw+Ahd0VNTVmUKITBsczTQJ1eJeb4f5UzoimNMVebs31+5lvJsvhozNSZgSFVUvLoXt+7CrbnnvRLzLLWeapoDjZS7yohlE/QmzvBc74uLXo1Z4SrPB/vUe2txakv7Jo1EstAIyxzvjbnY1ZhnW8pHRUzZUi6RFE/JqjMdbhSXX95MmCW2LQq2ndKn7P6SlBopakokEskikYiO0LnnaRLRUMnHDlbV07iqnfKapiV98WClUqQ6DpE8dBArPn9VX2ptNTGfzpARQQiT6b7+7HQ6J2YWEP7jUHX8ipug5sGljG+bsxEMO418a3lGPSeuqS4XWiCIFggUnAxup9OjLeaFpVtWGg6a0m4a0y689sznUHQdz7p1eNu34KhY+j6r52PZFieiJzk4fJjh9MiEx4UQZO3sqCdmrhJzdgKdgk/3EnT6ceueGStqp5tvMi9ipvJz0RQNryNXibkQnphncWkumv2NNPjq0BSVwdQwR8PHi/YdLTVBZyCfUF7vq8Wjy8oSiWQsubZyY7QaM7M0vDE1xxghU7aUSySzRQiByCYhk2Tu1ZkBFIerZHO7GCm0SlPXVRRVfu4tFFLUlEgkkkVg+EwXx/Y8jV1kmMu0KFDV0EpjWzv+8urSjVtihBAY/X0kDh4gfbwTSuwbehbF6cTRupIRl2A4dAaRnf48djaDOTKMlZg54MSp6tS5yijTvBjZc2KljWDQmaV3tLU8O0bIVDQdLRBACwRQXYUtKoUQ2PE4ZiRcQCu+QlXWQVPGRUOBQiaAFgjgbW/Hu35jwfNaSiSMJB0jRzkSOkbaGt+Gb1gGCTNJykyTMTPYBXppToZDHa3KdPhn5dMohCBtpvNJ5Vk7l1SqK3qunVx34dHc6Kq+YAJAtaeKZn8jFa4ykkaKnsQZnjuzc1GrMZ2qgyZ/I03+Bhr8dfgdS9v7VyJZDJZcW7mqjavGlFVgEsncEZYxWp05x4BMWZ1ZMgyZer4kkaKmRCKRLCBCCE4f3c3po3tLNqaq69Q2r6GhbRNub6Bk45Ya28iSOnqU5MEDmCMTK+lKhaO6Gq2tlSERZ6ivG2bQKIWRxRgZwYrHZhzbqehU60GqPX5UVc2JjggGRoXMM+cJmSgKms+Xay/3FtZeDiBMCzMawYpEcq2EU6JQnc2F/TRmXHgKFDIBnI2N+DZvwbWyZdktdIUQDKSGODh8eELwjxCChJEkmo2Rtubmyaqg4HP4CDj9uDV3UVWZQkD2bEu5kSJtpREIHKoDt+6mTAvi0d0lCxMqBKfqpCnQQKO3Dl3TGUwOczzSRTQ782t/Pql0V9Dsb6A50ESNp0omlEsk5yGEyFVg5tvKs4s7oXxLeS7cR7aUSySlQwiByCQhO9fqTA3F40fRl98N66WIbdvYlhQ1lyJS1JRIJJIFwjINju5+ilD/qZKM53C5qW/ZQF3LBhzOpbtgMUaGSR48QOroUYQxRy+gKVA0Dffq1agtK+kP9zJ05sCM60BhGjkxMxadcXyX4qBaDxBQPSiKgq1AnyPNaUeKU8E0hjp+kaO63bn2cr+/4PZyADudGW0xj03TYq5QM0bIdBchZCqahnvNWnybt+Coqir4uKWCZVscj3RxcOQII+nxtg2GZRDNxokb8TlXGjpUJ0GnH7/DV1RVpmlbo+3k6dGWchun5sSjuQi6Arg114KncVe5K2nyN1DhLidlpuiN9/FC38tF+4eWEqfqoNHfQLO/gSZ/I16HZ9HmIpEsVZZcW7nmyAX8aE7QFq6iXCK5mBCWgUjFwJ5rdaYHxe1DkTcJS0ahqeeapqLK1vMFRYqaEolEsgCkkzEOv/QoyVh4zmO5fQEaV7VT3bQaTVuaH+PCskifOE7y0EGyZ87M23m0YBDvpnZorKP35GGGDz1TkJhphkKY0Sgz7TxWzESBQafBSXeKAa+BoQoQ5wzDFf1se3kQ1Vl4eIkQAjuRwAyHpwwlUvJCZs4j0yWKW6SqPh++9s14N2xAdS8/ASluJDg8cpTDoU4yY1rMhRAkzCSxbJyUWVig01ScrcoMOgO4tJnT5wFsYZM2M3khM2sbuDQnHt1NjacKl+5GW+ALCofqyLVu++pwqg6G0iN0R0+xd+jAgs7jfM5WYzb5G6n1VstqTIlkCkQ2jTAzuWrMAvyT5418S7kTdIcURySSeSRXnZkYrc6cA6qW887UZYheqTEK9dOUVZoLztK8GpZIJJILiMjQGY688gRmNjPzztMQqKihYVU7lXUrluzFhbBtUkcOE3/5Jaz4zN6Us0IBd0sr3k3tGAEvPcf2MvLC7pnnZlmYoZFcavgMF4puxUG1HsSvurFUwQl3iuPeFDE9d+dcVZTcRBQVLeBF8wdRvZ6iKleEZWFFo5iRMMKceEdeEQq1WSeNGReNaRfOIoVMAEddHb4tW3G3ti3LFvP+5CCHRo7QHT2FGCNAG7ZJLBsjlp17VaZTdRJwBgg4fTMKbUJA1sqSslKkjDQZK4tLd+LWXFR5KnFpzkUR6ypc5TT7G6h0V5K20vQm+tjZ98qiVmM6VAeN/nqaR/0xfQ7vos1FIlmqCCEQiRFEKopAAYcLkZ65e2BeUNRcqM9oS7myRG+aLkcsy+KVV3bx7LNPsW/fHoaHhwmHQ7hcbiorK2lqauaqq67luutuoLa2brGne8Hw8ssv8Sd/8sH87263m1/96kG83uK8mt/yljfQ15e7Qf/ud7+f9773j0o6T2Eauff9XKuxnR4Ul6zOnA9sW2CZhbaey+d/oZHfVhKJRDJPCCHo7+6g6+DOGUW06aioW0HT6s0EKmpLOLvSIoQg03WC2M4XMcPheTmH6vXi3bAB74ZNpKwMJ47uIbRn5lZ+YVuY4RBWOIKYIUzBrTip1gP4VTcJ3WK/J063Z2J7OYqKs6IcZ2UlBXaj5LEzoy3msYkt5upZITPtoiEzOyETTcWzak2uxbympvjjFxnTNjke6ebQeS3mQgiSZopoNkbKTDMXnykFFb/TR9DhxzlDVaZpm6Pt5GkyVmbUE9NFhbscl+ZclBZMt+aiwV9Pg7cOXdUYSYc5Ge9h3/ChBZ/LWM6Kq82BRmq9NbIaUyKZBGGb2KEz2MPdWEPdiFQM0bgV4Q4u8EwU0HTZUj7PPPfcM3zzm1+lq+v4hMey2SyxWJTu7i6effZpvvrVL/PGN/4O73nP+wkGyxZhthcWO3b8etzv6XSaRx99mNe//rcXaUbjEcIe4505B2R15rxjmoUJzqqqoGly7bPQSFFTIpFI5gHbtjix/wUGTh2d1fGKqlLTtJrGVe14/Et7YZvpOU1s5wsYA4PzMr6zsRHvpnbcrW0kosMcPfQCoYHTMx4nhI0ZDmOFQ7mk2GnwKE6q9SBe1cmQy2S/N0KfK8sE4UxR0AJBvHU1aE5HTpPMzlwNl2sxT+ZSzFPjF6+qUKjLOmlMu2nIOHHMRshkVPTduAnvxk1o3uVXFRfPJugYOcKRcCeZMSEYpazKdKkuAq6cV+ZUgtvZlvKkmcKwDVRFxa25KHMFcaqORbnoVxWVOm8tTf56ajzVxLJxTsZO82L/y5hz9d2aA7qq0+Srp8nfSHOgUVZjSiRTILIprOGT2INdWCOnwZoff+kZUVTQXbKlfAEQQvDVr/4j99zzk3HbNU2jsbGJqqpqUqkU/f19hMO5G3iWZXHPPT/hscce5itf+Qbr1q1bjKlfEKRSKR577JEJ23fs+PWSEDWFmc0lm8+5OtOL4vLK9/I8U6ifpmw9XxykqCmRSCQlxsikOPzy48RGBmZ1fEPbRhpXbcbpXtoCQXZggNjOF8j29JR8bMXpwLN2Pd5N7TgqKoiFBuh46RHCg70zHyxszEgEMxxCWNMvFs+KmS7NwSlPhuPeUL7F/Hy0QBC9ohLV6UB1FPb1KSwLKxbFDEcQ5rmLWFUo1GecNGXc1Gec6LMUMgEctTX42rfiXrWqqFCipUCuxXwgl2IeOz1ue6mqMkHBP+qV6Z4kATTfUm6mMIWFQODSnASdARzq4lUuVbjKafTX0+RvoNpTxWByiM5IF7sH9i9qW3m5q4zmURGz1lO94MFHEsly4GxbuTXUjT3UhR0dmNvH2FzQ9HNC5iJ+pl1MCCH4/Of/mt/85oH8trKyMt7zng/w6le/lvLy8nH7Hjiwjx//+Ps88cRjAAwPD/HHf/x+vvrVf6a9vX2hp39B8MQTj5IavYm8Zcs2OjuPkUwm2LPnFXp7e2hsbFqUeQlhI9IJMObmA46qj1ZnOkozMcmUCCEwC/TTdEhRc1GQoqZEIpGUkERkmI5dj5FNFe8nqeo6a7ZeS1VDa+knVkLMcIjYzhdJnzhR8rH1qip8m9pxr1mD6nASHenn6Au/ITJUQNiQEJjRCGYohLCmF328qotqLYDt0DjuS9PtiWEqk9+F1fx+9MqqosJ/7GwWMxLBikZhtOVdEwr1GRdNaRd12bkJmagK7lWr8bVvwVm3/Py3DNvkRKSLg8NHCGXC47bHsvHRqsy5CXeaohF0Bgg4A+jnCW+mbZI00yAElrDRVQ2f04dDXbxlkVt30+Srp9HfQKOvHo/uZjgdojN8gidPP0vampsn72zRFZ0Gf11OyPQ34ncW50UmkVws5NrKe7GHRtvK0/FFmomSaynXnbn/yxsPC87Pf/7jcYLmxo3t/P3f301FRcWEfRVFYfPmrXzhC//Ajh2/5otf/ByWZRGPx/irv/oUP/jBT/B6/Qs5/QuCBx743/zPb3jDXbzyyi4eeOB/EUKwY8evec97PrDgcypNdaYyxjtT3qBYCMwCvTQVRUHV5N9kMZCipkQikZSIod4TdO59BnuG6sDJcHl8rN9+C75g5TzMrDRYsRixl3eROtJR2oqTUQ9I76ZNOEYN8qMjfZw+upfocF8BAwisWAxjZGRcNeRkeFUXVXqAhFthjzdF/2Qt5qOoXh+OqipU18TqvklnIcBOJnIt5slcdYAuFOozbprSLmozLnTmtthRPe7RFvN2NN/yE5di2TgdI0c5Euoka+dazEtblQkuzUXQGcTv8OYX/LmW8jSKoiKEjY3Aq3smiJ0LiaZo1HtrafDX0eRvoMJVjqIoxLJxjoY76Qx3EckuTmBImSuYFzHrvDWyGlMimQKRSeTayoe6R9vKF6mKWtHGCJmyrXwx6e7u4lvf+kb+95aWVr7ylW8QCARmPPb2219HNpvl7//+CwCcOdPLV77yD/zVX/3NvM33QqSvr4+XX34JAJfLxU033UJNTW1e6Nyx49e8+93vXzBRsKTVmZ4AiiarMxeSQqs0dYcmheZFQoqaEolEMkeEEJw68go9x/bN6vhgZS3rLr0Jh8tT4pmVBjudIv7KKyQPHpixnbsYtEAA76Z2vOvXo7o9CCGIDJ+h5+geogW17guseBxzZBjbmF7M9KluynUfgz7Bc94E8SlazAFUjxdHZSWqp7C/h7Dt0RTzCMLIoguVprSbpoyb2owTbY5CJoxWsG7ZimfVahR9eX11CyHoG20xPzmmxdwcrcqMlqAqc7IWc9M2iWeTZK0suqITcPpwLPKFQKW7gkZfrqW81luNPloZmrGyHAl10hk5QX9yfrxpp2NsNWaTv4GAU1YFSSSTIYRAxIfHtJUv/Ps1j+Y4J2TKtvIlw49+9F9ks7mbdoqi8MlP/lVBguZZfuu33sjjjz/Ciy8+D8COHffz3vf+EbW19RP2vf/++/h//y8neF5yyaV84xvfAWDv3t386le/4MCBfQwODuB0umhqauKGG27hrrveXNR8AMLhMA8++Guef/5ZTp7sJhQK4XQ6qK6u4VWv2s5rX3snmzdvmXGcsSniX/vat7j00u1ks1keemgHDz54PydPdhOJhAkGy9i4cRN33PF6brzxlqLmCvDgg7/OB3Red90NeL0+LrvscmpqahkcHKC3t4e9e3ezbdurih67WISRyVVnzhBUOT0KuLwoTq98ny8wudbzwv52Dpl6vmgsrysjiUQiWWJYpsHR3U8R6p85hXsyaleupa39StQlWAllG1kSe/eS2LsHMYNoWDAKuFa24N24CdeKlSiKghCC0GAPPUf3EAsVcoEosBIJzJER7Oz0Lbl+1Y3b6aU3YLHHE8NUpq4CVN1u9MqqgkN27KxBdiREOhTCYcKKjIumdDk12dIImSjgbm3LpZjXNyy7haxhm3SGT9AxcjTfYi6EIGWmiGbjJM0Uc63KPNtiHnQG0FQN07aIZGLEjQQK5B7zVKEu0nPn0T00+etp9DXQ6K/Do58Tyi3bojt6is7wCU7Fe7HndMFTPEFngBWBJpr8DdR7a2U1pkQyBcIysUM959rKM8Xby5QERQFNtpUvZUKhEA89tCP/+1VXXcO2bZcUPc4HPvDHeVHTsix+/vOf8Md//NEZjzNNk3/+56/ys5/9eNz2dDpNNBrh0KGD/Pd//5T/+3//lle96rKC5vKzn/2I733vO8Tj4+0UstkM8Xicrq4T/OIXP+e22+7gU5/6S1wud2H/SOD06VN85jOf4ujRI+O2Dw8P8fTTT/L0009yww038zd/8/9wOAq/KTk29fzWW+8AQFVVXvOa1/LjH38fyLWnz6eoKWwbkYmDkZ7bQJqO4g6iaFK2WQws084L5NOhKAqaLkXNxUK+OyQSiWSWpBNRDu96jGQsXPSxiqLQ2n4FdSvXLzmxSpgmyY6DxF95GTs1x8XYKKrbhXfDaDL3aIWAEILQwClOH91LPDxUyMywUymM4WHszPTz8qtuhMfNqYBJvys27b6Ky4WjsgrV62OmP4UQYKeSpAaiEE/SnHFRHw9Sk3WilkLIBBSXE++GTfg2teefq+VELBvn0MgRjoY6ydo5Mby0VZm5FvMyZxCfw4stbBJGkriRIGsbBBx+ajxVOBehKlNTNOp9tflqzHJX2bj3txCCgeQgnZEuTkRO5lvwF2puDb46mgO5tnJZjSmRTI3IJEarMbuxQqehhF0KRTGurdy55NYLkvG8+OJz+SpNgNe97rdmNc6GDRtZvXoNnZ3HAHjqqScKEjW//e1v5gVNj8dLW9sqNE2ju7uLaDQCwNDQIJ/4xJ/yT//0TbZs2TblWLZt8w//8EXuu+8X+W2KotDcvILq6hqy2SzHj3fmw3h+85sHOHOml69+9V9wFuBBPjIyzOc//9cMDuY6c1asWElNTS3xeIzOzmNYo++5J598jK9//St87GOfmnFMgH379nDq1EkAysvLueqqa/KP3XbbHXlR87HHHubP/uwTRYmwhVKq6kzF5cv5Z8r3/aJhFJx6rsq/0yIiRU2JRCKZBeGhXo6+8iTmDJWCk6E7Xay79EbKqhrmYWazR9g2qWNHib+0EytemoADRdfxbd2Gb+u2fNDOWDEzERkuaBw7PSpmpqf3I/JqLtJ+Jx0Bk7g2fTWN4nTmxEyfvzAxM5nAGBnGkzRZZ/hoy9bitBWy2dJc7OoVFfg2b8G9Zi1qERUJSwEhBGcS/RwcOcypWE9+WymrMs+2mJc5g+iaTtJI0pcYIGWlcWsugs4AXod3wasyq9yVNPrrafTVT+k/Gc5E6Ax3cTzSRdxYuCqvoDOQTyqX1ZgSydSIbBI7fObcf7HCvpvmhQLayuPZBAeGOxhKj5Ay5+jTdwHi0T1Uuytpr9qwoOFme/fuzv+sKAqXX37lrMfavv3KvKh5+vQpQqERKiqm9l0/fryTPXteQdM03ve+D/I7v/O7uN05wc40TR544H/52tf+kVQqRTqd5nOf+wzf//7P8vuczw9/+F95QVNRFN7ylrfze7/3DmpqavP7GIbBr3/9P3zjG3eTTqfZt28P3/rW1/mTP/nzGf99//RPf08kEuG6627gIx/5M5qbV+QfGxjo52//9v/mfTF/+cv/5nd+53dZsWLljOOODQi6+eZb0cdY9qxduy4vFicSCZ544nFuu+32GccsFGHbOTHTnGOwn+bIJZvL6sxFpZjUc12X66vFRL5TLmDC4TD79+9ncHCQaDRKMpnE4/EQCASoqqpi06ZN1NbWzjxQCejr66Ojo4PTp08Tj8dRVZVgMEhrayvt7e1Fe7tIJIuFEIL+7g66Du4sqB3hfLyBctZvvwW3d+m85oUQZLq7iO18ATMULs2gmopvYzu+V12KNupNKYRgpO8kPcf2kIiGChrGzqQxR4axRoN3psKpu4gGdI4FDExl+ipOxeFAr6hECwQKuqtqpzMYw0NURkxWJ700ZJy4XLkLTTFXoW60Hd+3eSvOxsZld5fXsAw6I10cHDlMJJMLtTHHJJibJajK1BSdoDOA3+ElbWUIZUIkzTSqohJw+KjyVC5oVaZX99Loz1ViNvjq8OiTXxCmzBTHIyc5Hj7BUHpkQeaWr8b0N9IUaCDoXDqfMxLJUsJOx3JJ5aMipkhGFm8ymg5OL4rDDboT1TcxIXssXdGTPNXzPKa9SKFEy4BYNs5AcpAj4U5uaLqaluCKmQ8qAYcPd+R/bm5egc83+4r49es3jvu9o+MgV1993ZT7n63E/MQn/oLXv/6ucY/pus4b3nAXdXX1fPzjf4Jt25w508tPfvID3vWu900Y6+TJbv7t374F5ATNv/7rz3PrrRPFP4fDwV13vYWWljY++tEPY1kW//3fP+N3fud3aWhonPbfF4lEuPXW2/nrv/78hLVPbW0dX/rSV/i933szQ0OD2LbNgw/ez/ve98Fpx8xkMjz66MP53ycTLG+77Q7+5V++DsCOHf9bElFTCAFmBpGOy+rMCwjbEgVf6+nST3NRkaLmBcapU6f4+c9/zo4dO+ju7p5x/7q6Ol796lfz1re+lY0bN864fzEkEgnuuece7rnnHo4cOTLlfrquc/nll/O7v/u73HbbbfJDXLJksW2LE/tfYODU0VkdX1m/gjXbrkfTl04VXqa3h9iLL2AMFBLMUwAKeNauw3/ZdvRAEMilPg6f6abn2N6CW/XtbCYnZiZmqGpzOhkOagz6TGD6Vl5F13NiZjBYmJhpGIiREI0DWVYlvZSZpfvKVJwOvOs34m3fjB4MlmzchSKajdExcjTfYp6rykwTzcZKVJUJLs1NcLRFOmkkOZ0JIxC4NTc1nip8Dt+CVGXqip5rKfc30OSvp8w59evHsE1ORk9zPNJFT/zM3EXvAvDqXlqCzTT5G2nw1ebDhyQSSQ4hBCIVGS9ipkvTjTBbFLcfrboFtboVtaKB2FAftj1zRVA8m5CCZhGYtsmTPc/xRnflglRshkLnbmDV18+tG6e+fnwwUCg0883gyy67fIKgOZYrrriK229/Hffffx8Av/rVL3jnO9+Dqo4XZH72sx9hmrnX2J13vmFSQXMsr3rVZbzhDW/kl7+8B8uy+J//uZcPfvAj0x7j9wf4+Mf/vym/T71eL294w138+7//K5BrK5+Jp59+gng8ZznU2Ng0aXv9rbfezre//U1s2+all15kcHBgXPVpsQjbyn2ezLk604ni9svqzCWEIVPPlw3yXXOBEI1G+dKXvsS9995bVPVYf38/P/rRj/jRj37EzTffzGc/+9kJX6Kz4eGHH+Zzn/sc/f39M+5rmibPPfcczz33HNu2beOLX/wiq1evnvMcJJJSYmRSHH75cWIFpXJPpHntVprXXrJkvvSMwUFiO18gc/r0zDsXiLu1Ff/2K3BU5tqjhLAZ6u2i59heUvHCqmCEkcUYGcGKT+2DKQDDrdNfrpBwCWD6iztF086JmerMd1KFZeEKJVjRk6Il4cIpSue3pJeV4d28Bc+6daiOmT2nlhJCCHoTfRwcPszpeC9Q+qpMBQWvw4dLdZCxsgylRhDYuapMZ4Cg049Tm//nrdpTRaOvjiZ/AzWe6mnbtm1hcybRT2e4i+7YqQURGxyqg9bgClaXt1HvrV0ynysSyVJACBsRH8EO92KH+7DDvYhsafyhZ40CarAOtboFrboFxVc5q/ftgeEOKWgWiWmbHBju4MqGwoJx5kI0Gs3/PJcqTQC/f/zxZysxp+PNb35bQfucFTUHBvo5fPgQGze25x+3bXtc2NFb3/p7Bc33tttu55e/vAeAXbt2zrj/a15z24zP0dat50TJ7u6uGccc23p+2213TLpPbW0dr3rVZezatRPbttmx437e8Y53zTj2+QhhI7IpyCSZ041cRUFx+cHhlt/lS4yCW89lleaiI0XNC4COjg7e//73MzDHSqvHHnuMnTt3cvfdd3P99dfPepxvfOMbfOMb35hVa+6ePXv4nd/5Hf7pn/6JG2+8cdZzkEhKSSIyTMeux8imivfCU3WdNVuvpaqhtfQTmwVmOEzspRdJHz9esjGdjY0ELr8SZ10dkBO/hnpPcPrYHtLx6AxH5xCmkRMzYzGmWhyaiiDl0egvVzEdBSz8VA1HRQVaWVlhYqZtUx2HFcdj1CUUFDwzHlMorhUr8W3egrO5edktWg3L4Fj4BIdGjhDJRuelKlNTNFyaC8hVZSbItW+5Rr0yfQ4vqjJ/i0afw0eTr57G0ZZyt+6adn8hBCPpMJ2RExyPdC+Ip52CSnOggdVlbawINMqKTIlkFGHbiNjgqIh5BjvchzAXLoRrSjQHWlUzanUrWtVKFOfcv1MWysriQmOhnjfDOPe6KyQsZzoc5934HBtANBmqqhbk4bl+/QYqKirzVaWHDh0cJ2oeO3aExGiXTHl5OatXrylovqtWndvv2LEjCCGmXe+0t2+Zcczq6nMVlPFpbnYDDA0NsXPnC/nfpxI1zz52VnjdseN/ixY1RTadSzafU6s5Oe9cdwBF+l0vOSzLxrYLbD2XfpqLjlwRL3OOHDnCu971rmlbEsrLy2lubiYQCJBMJunv76evr2/SfePxOH/8x3/Mt771La655ppJ95mOb33rW3z961+f9DFFUVi5ciX19fWYpkl3dzdDQxMTjxOJBB/5yEf47ne/y5VXzt5gWyIpBUO9J+jc+wz2LJJPXR4f67ffgi84tbH7QmHF48Rf3kXycEcu9aYEOKqrc2LmGKEuFhqk6+CLBaaZg7BMzNAIZiTKVOJYWrWJ+1SGgzpCL0DYUlX0snL08nIUbeaFhqZorEx7aDo8hD+WBUojnikOB5516/C1b0EvLy/JmAtJNBvj0PARjoaPY9jGaFVmglg2VpKqTCFAVzU0RcOwTZJmzjdVRSXgDM5rVaau6jT46mjyNdDoryfoLMxfNW4kOBHp5lj4BOHMwnjw1XiqWV3eSltwJe4p/DslkosJYRnY0YFcO3mkDzvSD9bSqF5UPIHRtvIW1PIGFHnz4aLC7w8QDueuyRKJuVkcJM6z3wkEpreqaWhoxOMpTDhva1uVFzVPnz457rHjxzvzP2ezBh/72P8paMyxGIZBIpGYUG06lqqq6hnHGRtilE5PX239m9/cn09M37BhEytXtky570033cJXvvJ3ZDIZuru7OHhwP5s2bZ5xPgDCSCPShd2wnxJZnbnkMQtMPdd0FVWVf8PFRn7TLmNM0+TjH//4pIKmruu87W1v4+1vfzvr1q2b8HhfXx/33nsv//Ef/0EkMv7CLJPJ8IlPfIIdO3YUFeDz9NNPc/fdd0/Yrqoqv//7v8+73/1umpqaxj22e/duvv71r/P000+P257NZvmzP/szfvGLX1A3Wv0lkSwkQghOHXmFnmP7ZnV8sLKWdZfehMNVumq/2WCn08T3vEJy/37ELITZydDKyghsvxz3qtX5xVgmleDk4ZcZ6imsAlTYFmYohBUJT1rVbQNJzSLiV4n7HYWJmYqSEzMrKgoSM/0OH2uscmoP9KKO9BY070LQggF87VvwrFuP6pq+4m+pcX6LuRCCtJUmmo2TMObYYsVoirywR9u5BZawsETudTnfVZmV7gpWBJpo8tVT460u+BxZK0tX9BSd4S76kjNbqpSCgNPP6rI2Vpe3yrAfyUWPMDOjbeSjyeTRgZLdnJszo23lWnUranULiq9iXkWKanclA8nBeRv/QqXavTA3lwOBc6Lm2Fb02RCLjb8+C87gvx0MlhU89th94/Hx4uvYNvdkMsGLLz5X8Lhjicfj04qaY1PJS0Ehredn8fn8XHfdDTzyyEOjx/66YFGTArxvp0V35bwzZXXmkqbw1nP5d1wKSFFzGfPTn/6Uw4cPT9heXl7Od77zHbZtm2iOfJb6+no+/OEP86Y3vYkPfvCDHDp0aNzjQ0NDfP3rX+fTn/50QXNJpVJ85jOfmSBOuFwuvv71r0/ZSn7JJZfwb//2b9x99938y7/8y7jHhoeH+cIXvsDXvva1guYgkZQKyzQ4uvspQv2nZnV87cq1tLVfibqICxbbyJLYt4/E3t2IrFGSMVWfl8Cl2/Gs35Bv57YskzPHD9BzfD+2OXOljLAtzHAYKxxGTNK2YyiCuG4R9amk/U6EVpiYqQXLcFRUoBSwSG701bNWrSGw9zhm76EZ9y8UZ1MTvs1bcK1YWVC7+1LibIv5wZHDRLMxLNsiZsSJZuOY9txeP2eFTFvYKIqCpqiAQFFyVZl+p4+gMzAvVZllriCrgi20lbVQ5io8kMmyLXriZ+iMdHEq1pMXXucTl+airayF1WWt1HiqZPWG5KJFZFPnBMzwGez4UClcLkqH5kCrWpHzxyxRW3mhtFdt4Ei4U/pqFoGu6rRXbViQczU2NnPqVK7y8cSJzhlbsKejs/PYeWM3TbFnDoej8BDKsa3x57e1p1KlsVOZbI03X3R0HOLEiXM31f/1X/+F733v29Mekx2zNn7kkd/wJ3/ysQnPoRA2IpOau5AJoKij1Zku+f2+xLFtgWUV9vp1SD/NJYEUNZcx995774RtiqLwzW9+c1pBcyz19fV897vf5Q1veAMjI+P9Zu677z7+v//v/5uQiDcZ//7v/05v78RKp8997nMFeWN+9KMfpb+/f8K/6cEHH+Tll1/m0ksvnXEMiaQUpBNRDu96rOCU7rEoikJr+xXUrVy/aAsWYZokOw4Rf2UXdqo0wQiKy4n/kkvxtW/Oi4ZCCEb6uuk+9BKZArxGhbCxwmHMcAhhT1wopFSbuG4R96lkfa7CxEwUtGAAR0UlygyLeV3RWVPexlpnA9qeQ6Q7n5khXqgwFE3Hu2Ed3s1b8gFJywlb2BweOcYrg3tJm5mSVWWeFTJN20SQazPXVZ2zb4v5rMoMOgO0lbXQFlxJhbu8iDkLBlNDdIa7OBHtJmPNvyefpmisDDSzuryVJn/DvPqGSiRLFZGOY4XP5D0xRSK82FOaQK6tvHVMW/ni3LT0O33c0HQ1T/Y8J4XNAtBVnRuarl6Q5HOALVu28sILzwK5SsXu7i5aW9tmNdahQwfyP7vdbtauXT/t/slksuCxk8lz6zafb/xzM7a6sq1tFd///s8KHnexeOCB+8b9nkoV/lxArjr1mWee5KabXg3k1gMYmdL4ZoKszlxmFFqlqWpqQTqJZP6RouYypb+/n/3790/Y/prXvIbt27cXNVZ1dTV/9Ed/xBe/+MVx20dGRti9e/eMgmI6neb73//+hO3XX389d911V8Hz+PSnP80TTzzB8PDwuO3f+c53+Na3vlXwOBLJbAkP9XL0lScxs5mij9WdLtZdeiNlVQ3zMLOZEbZN6thR4rteGg3bmTuKruPbshXf1m3j2qgT0RG6DrxAtJAkeGFjRqOYoZEJ7e82kNBM4rpNyqdjeN0FipmgBQLoFZWoMxjxB5x+NlauZ7W7nuye/SQO/hqjQOPv6VEo29xOxZVXEjWW54KmN97HC327GEmHiGXjRLKxOVVlCgE2NqZlYgkLVdFwanpeqDtblRlwBnCVuCrT7/DRFlxJW1kLle7i2j8jmRjHI110Rk4Qy87NA61QGnx1rC5rpSW4YkHS3CWSpYIQApGKjgn1OYNIleY7q5QougOlrAGtojHXVu4tXzLVVS3BFbzRXcmB4Q6G0iMLElS23PDoHqrdlbRXbVgwQRPgVa8an7D+8MMP8r73fbDocZLJJM8+e86aa/PmrTO2a/f1FW6jc+bMuX0rKsbfkK2oqMr/PF1mw1LBMAwefvjBOY/zwAP/y003vRphZnNiZil8ehUVxe3PiZpL5PNDMjOFipqySnPpIEXNZcrJkycn3X7bbbfNarzbb799gqh59jwziZoPPfTQhCpPgP/zf4ozlg4EArzrXe/iH//xH8dtf+KJJ+jv75fempJ5QwhBX3cH3Qd3TurvOBPeQDnrt9+C27vw3ndCCDLd3cR2voBZqsWnquDd2I7/VZeieb35zUYmxckjrzBw6mgBRXwCKxrFCI0gzmtLz7WYmyQ1m4zXgeEttDITNJ8fvbJyRq/KJl8DG6vW0+iqJnVgP+E995SsDd+1ciUrbrsFb11Nrj1lZOZK1aVELBtnZ9/LnIieJJqNEclEZ91enRcybRNztD3Loep4tHPm9y7NRcDpx+/wlbQS0at7aStbSVuwhWpPZVEXDCkzTVfkJJ2REwymhmc+oARUuMpzgT9lLfgdC3eRLZEsJkIIRGJkXDu5yBRXRbUQKA43ankDakVDrhLTX4WyhCun/U4fVzZcNvOOkgVl69ZLWLFiZb4F/de//hXveMe7cLmKC3l74IH7xrWB//Zvv3HGY+LxOCdPdrFyZeu0+yWTCbq7u/K/r1s3vjW/vf2ct2Q4HKKn5zRNTc2FTXwRePbZp/P5EE6nk//934fwegv7jt23bw8f+tB7AXj++WcZ7u2mwl8iOwndNZpsvnQ/RyQTEbbANAurzpV+mksHKWouUyZLDQdYs2bNrMarr6/H6/VOaF0YHJzZjPzXv/71hG3r168vuAV+LG9+85u5++678+l1ALZtc//99/Pud7+76PEkkpmwbYsT+1/ICXWzoLJ+BWu2XY+mF+5lVCoyvb3Edr6A0V+i8BIFPGvW4d++HX1MyqZtW/R1dXD66B4sc2Zh0E4lyQ4OIIzx+6ZUi7hukdYEhseB4XMjClzsqV4fjspKVPfUFwa6qrOmfBWbKtcRdPhJHTnM0K5HsBOlER0dtTUErrgaV2MjrsrlJ0oZtsnewQPsGzpIKBOek5hpCzEqZJq54B9Fw6U50RQNRQEFlYDTR8Dpx6WVLizJo3toCa5gVVkLtZ7qooRM0zY5FevhWPgEPfE+BPPv9+XVPawqa2VVWStVnop5P59EstgI20bEh8ZXYhrzb+VQLIrLNypgNuZEzCVUiSlZviiKwtve9nt8+ctfAmBwcIDvfe9f+dCHCi/0CIVG+O53z/lB1tfX59uiZ+KRRx7i3e9+/7T7PP74o5ijN5s1TWPz5i3jHq+rq6e1tY2urhMA7Njxa9773j8qeP4LzY4d5wKCLr/8yoIFTchVwNbU1DI4OIBlWTz08IO8tYguw0lR9VyruS67MJYjpllg67mqyNTzJYQUNZcpU1WTecdUVRWL3++fIGpqMyQIZ7NZnn/++QnbZ1sxWlVVxWWXXcaLL744bvuTTz4pRU1JyclmUhzZ9Rix0OySRJvXbqV57SULfiFkDA0S2/kimVOzCzKaDFdLC4HLr8BRea7tSAhBePA0XQd3kk7M3B4obBtzeAhzTHLmuRZzC1MFw+sg63VCgQsB1ePBUVmF6pn6znnQGWBD5TrWlq/CoepkTp1k6MUdmJNUkM8GLRgkcMWVuNtWLcuLXiEExyPdvNj3Mn3J/lmLmecLmaCgqzpu3ZWvwHRqLoIlrsp0aS5agytoK2uhzltT1LhCCPqSAxwLn6ArenJBPOh0Vac1uILVZW3U+2qlT6bkgkbYJnZ0ADt0BjtyBjvcV5q2zRKjeMtylZij/ynuwLL8PJcsfV7/+ru4777/4fDhXBDhj3/8fdasWcutt94+47HJZJK/+IuPE4udS07/2Mc+ha7rBQWX/PSnP+Kuu95CRcXkN9EymQz/8R/fzf9+5ZVXUzlm3XeWt7719/j7v/8CAD/5yQ959atvm7U36HwSCoV47rln8r8XKv7COd/MG665mv/+n/8B4MGHH569qKmoKC4fONzys2UZYxiFV2nKv/PSQYqay5Tq6upJt4fD4VmPOdmxU53nLHv37p00Je/qq6+e9TyuvvrqCaLmrl27MAyjqGQ/iWQ64pFhDu96jGwBITfno+o6a7ZeS1VDa+knNg1mJEzspZ2kOztLNqazoYHA5VfirK8ftz0ZC9N9aCfhwcI8muxkIledOXr331QEMd0kqdoIRZD1Osn6ihAz3W70yipUj5ep1gzN/kY2Vq6jyd+AoihkBwYYefF5spOEls0G1e3Gf9l2vBs2osxwg2epMpQa4dneF+mMnJiVmHlOyLSwR49VFBWn5sShOvJVmX6Hj6CrdFWZTtVBy6iQ2eCrK1oYNG2TY+ET7B8+tCA+mQoKTf4GVpe3sSLQhEOVyyvJhYmwLexoP3aoFzvUgx3ph0nC3xYb1V85XsR0Lb/qesnyRNd1PvvZL/Ce9/wBqVQS27b527/9v5w6dZJ3vOPdU17LHD16hC9+8XMcOdKR3/amN/0ON9xwI4U6I8XjMT796T/n7/7uboLB4LjHMpkMf/M3f0Vvbw+Qqyr9/d//w0nHueOO13PvvT/n2LEjpFJJPvrRD/M3f/P/2LbtVdOe//jxY/z85z9h8+atvO51v1XYpOfAQw/tyFedOhwOrrtu5nBaYJxv5s3XXZcXNY8eP07niROsbitGwFXA6UFxeZe0ZYVkZoQQmAWLmvJvvZSQq+5lSnt7O5qmjWvThpzIeMkllxQ93qFDh8hmJ7YHzTTWvn37JmzTdZ3NmzdPsndhbN26dcK2TCbDsWPH2Lhx46zHlUjOMtR7gs69z2BbxVeruTw+1m+/BV9w4ZKurUSC+MsvkezooOCV7QzoVVUEr7gSZ/OKcXcajWyG08f20N/VUZC/qLAtjKEhrNGqAgFE9FxlJghMp04m4ELohX35K05XrjLT55tUzNRVnXXlq9lQuZYyV27BbkYixHa+SPp4acReRdfwbdmGb9slMwYRLVVSZpqdZ15m1+CeosXMyYRMyCV1OzRHvsXcqToJOgP4naWpytRVnZbACtrKVtLoq0ebRUpo1spyaOQoB4c7SFvFB34VS7WnitVlOZ9Mj16cZ5pEshzIt5OP9GCFe5ZmJaaioAaqUStyreRqWT2KQ74fJYvHihUr+cpXvs4nP/lnxGJRLMvie9/7Dvfd90tuueU1bNq0mcrKKtLpFGfOnOGZZ57ipZdeGHddd8cdr+fP/uwTBZ9z3boNJBJx9u3byzvf+TbuuuvNbNyYu17s7DzKL3/533mvT4A3vOGuKUVKh8PBF77w93zgA39IJBJhaGiQP/7j93PZZZdzzTXXsXJlK16vj1QqyfDwEEePHuall17Mt6yvX79h0nFLzdjW88suu5xAYHpve2FbiHQczHPrgy2bNlFVWcnwaHfPAw8/zEfeP30Lfx7dheLyoWhSUrkQyHlpznztoygKWoFZAJKFQb4Dlyk+n49rr72WJ598ctz2X/7yl7zjHe8ouhz6v//7vyds27RpEytXrpz2uMOHD0/YtmLFClwzhHhMx/r16yfd3tHRIUVNyZwQQnDqyCv0HJsoxhdCsLKWdZfehMNVIhPxGbDTaeJ7dpPcv29Ccvhs0YJBApdfgXvV6nGfE7ZtM3DqCKeO7C44/d1KxDEGBxGjF7gp1SLsMLEUga2pZAJuLFdhXzOKw5nzzPQHJhUzg84AmyrXs6a8DYeWq3KwUiniL+8ieegAlCLRXAHv+o34L9uO5lueVT22sNk7eICnep5nKD0yTpScDiEEhm1h2eZ5AmiuxdypOVAV5VxVptOPS597Vaau6KwINNFWtpJmf+OshEyApJHi4HAHh0JH573F3O/wsbq8jdVlrXlhXSK5UBBCIOLDuSrMUC92uBdRgJfygqJqqGW15yoxg3XSv06y5NiyZRv//M/f5Qtf+CwdHQeBnMfmT3/6o2mPc7lcvOMd7+YP//C96Hrh34ler5dPfvLTfPSjf8zQ0CDf/e63ptz3mmuu42Mf+9S04zU1NfOd7/wnn/rUx+jqOg7Arl072bVrZ8Fzmk86O49x5Mi569DpWs+FsHMBZdkU54tWiqJw47XXcu999wHw8OOP88H3vAd9ug4d6Zt5QVJo6rnuUGXr+RJDiprLmPe9730TRM0DBw7wX//1X/zhH07eTjAZu3bt4ic/+cmE7X/0RzObQk+Wwt7S0lLwuSejpqZm0tCiUyX0D5RcfFimwdHdTxHqn93rqHblWtrar0SdpehSDLZhkNy/j/ie3YhJKqhng+r1ErhsO571GyYkMYaHeuk+uJNkLFzQWMKyMIYGseI5n01TEYR1k7RmIRSFrM+F4XUwZd/4GBTdgV5ZiRaY3N+s2d/Ipqr1NPrq84/nn5/dr0wII5otrpYWAldchWMKH6rlQHf0FDu6HqU30VewmGkLQdYyMO3xz6OiqDhUPd9iXsqqTE3RaPY30FbWQvMcW7Wj2Rj7hg5yLHxi1OdzfnCqTtrKWlhd3lp0QJFEspQRQiCS4XMiZqgHYcx/lXNRaA7U8jrU8ka08gaUYA2KtHiQLAPa2lbxr//6nzz00A5+8Yufc+DAfuwp7BoqKiq5/vob+cM/fC91dfWT7jMTGzZs4rvf/S/+7u/+llde2TXhcb/fzx/8wbv43d99x4y5CZATNr/3vR/wq1/dy89+9uN86/pkeDxeLr30Mm699Xauv/6mWc2/GB544FyVpqZp3HDDxHPmfDPTiEwCplkj3HTddXlRcyQU4sWXXuKaK6+cdF9Fd6H4KuQ64AKjuNbz5WlJdSEjVwTLmCuvvJK3v/3tEwTJL33pS2SzWd773veizpAs/PDDD/MXf/EXGOcJA3feeSe33z6zoXVPz8Qvt7q6ugJmPz21tbV0dXXNeC6JpBDSiSiHdz1WsGg3FkVRaG2/grqV6+d9ASMsi2THIeIv78KexKt2NihOJ/5LXoW3fTPqeT5O6USU7o6XGOkrVOgVWPE4xtAgwrIQQEw3iWkWQsklmmf9zoISzRVdR6+oRAsGJzyvDtXB2vJVbKxaR9B5rpVI2DapI4eJ7dqJnUieP+SscNTWELzyapwNjSUZbzEYToe4/8RDo8LezGKmELmKzqxtYE1S1XjWL1NVVPwOLwFnAJfmnNPrX0GlOdBAW7CFlYGmfLXtbBlKjbBv6CBd0Yk31kqFqqisCDSxuqx1TlWkEslSw05FR0XMnJApMqX5PC0VisM13g/TXz3hZpxEslxQFIXbbruD2267g0gkzP79+xgZGSYcDuNyOamoqKS5eQXr12+c8bqtEJqbV/D1r3+b06dPcfDgfoaGBnE4nDQ1NXPZZZcX3U3ndDp5y1vezlve8nZOnTpJR8dBQqEQyWQCj8dDRUUVLS2trF69Bl2fXlq45577ijp3Q0MjTz/90qSPfeQjH+UjH/nolMeO9c2ciUu2bOHJ+++f8vGf/cd/St/MCxzLsguy3UJR0Au01JIsHFLUXOZ85jOfYXh4mIceeii/zbZtvvzlL3Pvvffy1re+le3bt7NixQr8fj/pdJq+vj52797NL3/5S3bunNhCcOONN/J3f/d3BZ1/ZJJ04aqqiSl6xVJdXT1B1JzsXBLJTISHejn6ypMFt1SPRXe6WHfpjZRVNczDzM4hhCB97BixXS9iRWdOGS8ERdfxbd6S84U8bwFrGll6Ovdx5sRBRIEBD8IyMQYHsRK50JW0ahN2GJiKwHJqZPwu7ALuXCqahl5RgRYsm3CRWuYMsqlqPavLWseJXkIIMqdOEnvhOcxQuKD5zsRyTzQHSBpJHuh6hH1DBwvyzBQiF6Bj2MakVY25NnMnDlWn3FWG3+lHm8PiXUGl0V9HW7CFlmAzTm1ubVpnk8z3DR6kJ3FmTmNNR523htVlbbSWrcQ1xzlLJEsBkY5jhXuxR3py7eSp0nzPlArF5R0VMHOemLIKSnKhUlZWzrXXXr8g52puXkFz84qSjrlixUpWrJjemmyxmcw3c05I38yLgoKrNHXZer4Uke/OZY6u63zta1/ju9/9Lt/4xjfIZM59gB8/fpwvfelLBY/l8Xj44Ac/yAc+8IGC7hSmUqlJw4VmMmkuBL/fP2HbXJLdZ0MwuLxN5tXRlGlVVaisXJ7+gHNBCMGpYwc4vuc5VEXgLNDb8Sz+sgouue52PL65v56nI9HVzfBTT5EZGkIDNNfcqsEUVSW4eQuVV12Bfp4vpBCC3hOHObZ/J9l0CodDBWZ4rwuBEY2SHRjIVWdqENZMkqqFrStkz/pmKsr0IykqrqpKHJWV48RMBWgtX8HW+o2sCDZOWCikz5xh6KmnSfX0oALOOT4/msdL5VVXUrZl85wSzRfz/ZUxszxw9FGePrmTjJUFhWlbwnN+mQZZy8jfhR77PKuKilt34dKdVHrKCboCs24xV4DmYANrqtpYU9mCuwThOUIIjodOsuvMXvoTQwA4naVdvlS4y9hQs5p1VasJuiZ+/0gkc2UhPzPsTBJjuAdj8BTZoVPYiRAK5L5jAOb4OTpXNG85jqqm0f8aUb1lF/1FYiikYxi2DKCQjOPs20JRmPR1cfZzJbfPRf7aEQI7k0BkkihCFGSBNB2KpqN6AtI38yLBMu2Cvofcbn1Jv89m+sxYuHkoqKqCw6EvyHWSFDUvAFRV5QMf+ABvfOMb+cEPfsCOHTsmVDlOx9q1a7nzzjt5+9vfTmVl4YnO53tensXr9RY8xlR4PBODWFIlasctlKX8gVUMuUXOxXWxYFsWHS8/zenjh4Di1zW1TW1sueoWdMfcWmSnQ1gWA48/QXj3HoASXNApBDesp+raq3GWl094NDTYR8fLzxANDY6er4A5Gibpvj7MRAKBIKZZRDQDWwXD78LwOQsaSPd4cDfUj0sSd2lONtWuY1v9RsrcE8NWsuEwQ089TezI0dH5zu35UXUHFdsvpWL7ZWhzCDI7n4V8f2XNLI93Pc/DnU8TzyZm3N8WNlnLwLAm9x1VUHDpTjwON5WecsrcsxMzFRQag3Wsq1rFmspWvM7SBGlZtkXHUCe7evYSSkdy5yrhU+11eFhfvZoN1aup8VVd9KKKZGGYj88M28hgDJ0mOypimtGhCedcTPRAFY6qJpzVzTiqGtE883uzcDmS+xMpY36WSMZTyOviYn3t2JkUdjqOONuFMofnQVFUVLcfdYFCQSWLj2Xa2AUEjioKOJz6snmfLf48lQUTV6WoeQGhKAput7voSsmBgQGOHz/OsWPHuOKKKwo+zjQn9ygpxHh6JibzZDnf93O+saz5C51YCFRVQVEUhBAFfVBfKGTSSfY+8xDh4f5ZHb9q06Wsar8MRVHm7TVgJhL0/e/9pKYxXC8GX1sbVddeg6umBhj/2k0lYhzb+yJ9pzoLH1AIjEiEzMAAwrbJqjYjmoGhCAyPjhFwIc5+QU3jP6OoKs6aGpwV5YCCEFDpKWNr3SbWV6/GeTbFfMx8zWSSkedfILpvX8Gt8dOjULZ5M5XXXJWvXC3F33Uh319ZK8uLp3fz0PGnGEmFp91XCDEqZmYx7alb0h2aA5/DQ5W3YlxlZiF2Qmep99ewtqqNNZWt+J3n7sLO9fnNWgYHBg6zu+8A8Wxpvf4cqs6qyhbWV61mRVlD/t+d+xtePJ+TkoWnlJ8ZwjQwRnoxhk5hDJ3GCPezdF6/Cnp5LY7K0UrMysYJ4sByX1/NB7nPXjHmZ4lkvChRyOviYnvtCDOLnYojprh5WxSKguryorq8oKgX3XN5MZPNFph6ruc0jqX82ij2M2N+EQgxt+/8QgVRKWpeAGSzWe6++25+8IMfjGs/L5RIJMJ9993Hfffdx+WXX84XvvCFghLMLWvyD4BSiJqTjTGViDpfRKNpTLOwD7mlSGWlD01TsG3ByMjMVV0XAvHIMId3PUY2Vfy/V9V11my9loqGVkKh+QtNyPb3E3r4wZIE3Tjr6wlccSXO+gYSQGLM39kyDXqPH6D3+H7sKd6rkyFMg+zAAHYqiQ1EHAYJzcJyaGQC7nO+mTNclKteL3pNLTgcZLMWNZ4qLq3dRoOvDkVRiEeywDn7CtswSOzbS2LP7pInmusVFUQzQKZ074OFeH9lLYP9Q4d45swLDCaHEUy9KBACLNska5vThgVpiobX4aHSXUnA6UdVlFEfocIWHFXuStrKVtIWbMkLmdk4jDD35yBlpjk0coRDw0fI2hOtTeaCR/fQXrWe9RVrc2K6DeHQwlb/Sy5u5vKZIWwTO9KfC/YZ6cGODiyFq5UcioIarEWtaMx5YpbVIXQn+U/4hA2Ji2MNMhcMw8S2BaoqpOgryaNpKorClMLA2BskQlw8r5358s0Umk7uKbw4nkdJjkzGLCgkSNXmr+ClVMz0mbFQnL2BaxjmrK+TdF2joqKwDmApai5z+vv7ed/73seRI0cmPObxeLjpppu4/PLLaWhoIBgMkkgkGB4e5pVXXuGxxx5jcHBw3DE7d+7krrvu4u677+bGG2+c9txTiZdTiZ3FMJmAOVOinuTiZqj3BJ17nylKwDuLy+Nj/fZb8AULt1+YDcmOQ0SeeQrm+CWjV1YSuOJKXCtWTmgrFEIwfKaL7o5dRYq7AjMSwRweRgibhGYR0U0sDTJ+N6ZbL6yPQVVxVNegBYIoCjhVJ9vrLmFdxepJWyCFbZM63EFs10vYU1haFIujtpbgVVfjrJ/fgKf5ImtlOTh8mBf7XuZMcgDTnlrkFQIM28CwzXNtV5OgKCpe3U21pzovZhZKhauctrIW2spWjkujLxXxbIL9w4c4EuosKPCoGILOAFuqN7K6rE2ml0uWDcK2EbEBrLMiZqQfpqm8XlAUUP3VqJVN54J9pOecRCJZAISwEZkkZFOUpDpd01FcfvkZdhFjWzZ2gddlegGBqJLFQapEy5hwOMwf/uEfcuLEiQmPveMd7+DDH/7wlB6Zb3rTm8hms/z85z/nH/7hH8b5VSaTST7ykY/wb//2b9O2ozudk38BTBYeVCyTtZpPdT7JxY0QglNHXqHn2L5ZHR+srGXdpTfhmEfvHGFZRJ97huTBg3MaRwsGCFx2Be41ayYVCOPhIboOvkgsNDjJ0dPMz8jmqjPTKQxFEHYapFWB4XOQLdA3E0D1+nDW1KI4cl8ta8rb2F73KjyThMUIIch0dxPb+XzpEs3LyghcfiXutrZF95CbDVkry8GRI7zcv4e+xAApa+pKQlsIDCsnZk6/sFdw627qvNUEnIGCxcygM8CqslbaylZS7ior7h9SIKF0mH1Dhzge6UKUuHW2yl3JlupNtASbZx16JJEsFELYiNgwdqgHK9SLHT4DpWinLBGKrwLtrIhZ0YjiWN5BihLJhcKdd76BO+98w2JPY94RQoCRRmQSMM0N3IJRVBSXDxzuZblelJQOwyzs9aRp6rhgLsnSQoqay5jPfvazEwRNRVH40pe+xF133TXj8U6nk9///d/nsssu4x3veAfRaDT/WDab5ZOf/CT33XfflB6dPt/kSVaJErQZTTbGZInokosb08hybM/ThPpPzer42pVraWu/EnUeK7isZILQQ7/B6J+dxyfkWrn9l16Gd/2GSRO7s+kkJ4+8wuDpY0XeuBaY4TDmyDC2EER1k5huYbo1Mv4xvpkzoGgajuoaVH8ARclV9l3VsJ16X+2k+2f7+4m98BzZvr5iJjslqseN/9LteDduGpesvlw4W5m5d+ggA8lBItkYU/0hLdvGsA1Me2Y7DqfmpM5bQ5mrrGAxs8nXQHv1Bhp99fO20O9PDrJv6CCnYqXxlB1Lg6+erdWb8jYHEslSRAiBSIRy7eShHuxwL8IoreXCXFA8QdTKJrSKppyI6Zx7AKREIpHMBmFmEZk4WKWwIVPA6UFxeVHkDU8JYBoF+mnKKs0ljRQ1lykvv/wyDzzwwITt73vf+woSNMeyYcMGvvzlL/OBD3xg3PYzZ87wn//5n3zkIx+Z9Din04nX652Qgh6LxYo6/2RMNkb5JInOkouXdCJKx0uPkopHij5WURRa26+gbuX6eRU+sv19hB76zazbqhWnE/+2S/Bu3oI6SRK7bVmc6TpIz7G9WEV6ztrZDMbAAHYmTUq1CDtNsg6VTMCD7Sz8i1vz+XHU1KDoOrqic0ntZtqrNkxaHWdGwsR2vkj6+PGi5joViq7j27oN37ZtqI7lV8mdtbIcGD7MgeFDDKdDhNLhSduvhQBLWGQtY1q/zLPoqk6tt4ZKd0VBYqaqqKwua6W9agMV7vLZ/FNmRAjB6Xgv+4YO0p8srpK4EFqCK9hStYkab1XJx5ZI5ooQAisRJjvSQ7r/JJme44hserGnlUdx+1ArmlArckKm4pY3kSUSyeIyL76Zbj+KtKKRjGLbAqvASk3dIUXwpYwUNZcpP/zhDydsKy8v54Mf/OCsxrvxxhu55pprePbZZ8dt//GPf8yHP/xh1Cmqn2pqauju7h63bWhoaFZzmGmMmtFkZ4kkPNTL0ZefwJxFZYvudLHu0hspq5pfv8XkoYM5/8xZpNwquoa3fQv+bZeguidv3Q71n6K74yXSiWJvIgiMUAhzZARTsQk7TFIOm4zfVbhvJqPVmTW1aKMV1C2BZq5ouAy/Y2IFt5VKEX/5JZKHDs7q+Zh4cgXvhg34L9uO5p28Ynwpc1bMPDjcQTQbZyg1QtaeuGgv1C/zLJqiUeWppNZTU1CLjEtzsaFyLRsr1+LR58d+wRY2JyIn2Td0kFAmXNKxFVTWlrexuXojZa5gSceWSEqBnQxj9R3F6j/GiBXPp5+LApNW5wvF6c6LmGpFE4onKCubJRLJkkD6ZkoWikKrNFVVLTiFW7I4SFFzGSKE4Omnn56w/ZZbbplTi/brX//6CaLm0NAQhw8fZuPGjZMe09zcPEHU7O3tnfUcIBc0NDAwMOm5JBc3Qgj6ug7RfeilglLqzscbKGf99ltwe0sfdnIWYZpEn32GZMehWR2vV1RQcdtr0cvKJ308GQvRdXAnkaEzRY9tZzMY/f1Y2Qwx3SSqW2S9DrI+DxThE6MFAjiqa1A0Db/Dx1UN21kRaJp4PiNLYu9eEnv3lCzR3N3aSuCKK9HLK0oy3kIyVsxMmilG0mHiRnzCfmf9Mk3bLMhrUlFUKlxlNPjqCgrDKXMGaa/awOryVnR1fpYBhm1yLHSc/cOHiBulTT7WVZ0NFWvZVLUen0O2xUqWFiKTwBroxOo7ih0dU5XsWrzqIMXhRC1vyoX7VDSheMuliCmRSJYU0jdTstCYhqzSvFCQouYypLe3l3A4PGH7pZdeOqdxt2/fPun2Q4cOTSlqtrS08Mwzz4zb1tXVNad59PT0TBoU1NLSMqdxJcsb27I4ceB5Bk4dm9XxlfUrWLPtejR9Yht3qbASCUIPPYgxiShfCO5Vqyi78aZJW6mNbIZTR16h/+Th4m9cCztXnRkKkVEtQk6TtEcl4/ci9MK/qBVdz1Vn+nwoqGyp3sjWmnYc5wljQohcovlLO0uXaF5XR/DKq3HW15dkvIUkY2U5MNzBweHDZK0s4UyEcCaKYPxiyhJ2XswsBEVRCDj8NPjqcRVQgdDgq6e9agPN/oZ5W+BnrCwdI0c4OHyYtFWilrFR3JqLTVXr2VC5DpcmKy4kSwdhZrEGT+SEzNDpkhQXzQnNgVregFbZmBMx/VXSP04ikSxZpG+mZKERQmCahVVqOqSf5pJHiprLkJGRkUm3V1dXz2ncqqrJvchCodCUx2zatGnCtr6+PsLh8Kw9MA9OkRA9lbAqufAxshkOv/RI0aneZ2leu5XmtZfMr39mXx+hh2fpn6lA4PIr8W2bOEfbtunv7uD00T2zare3M2mMgX6MbIaIwyTuEmT8LixXcR//WjCIo6oaRdNo8NVxdcPlk7b8WskEkccfI3P6dNFznQy9rIzAFVfial1+iebjxUyDpJlkODWCKc4t2s/6ZRqWMamf5mQoioJH99DgrcXr8E3rGKCgsqqshfaqDVR55q+6NWkkOTB8mI7Q0YJF2ULxOXxsqdrImopVEwR0iWSxELaFPXwKq/8o1mAX2IvYUq5qqOX15zwxAzXLMjRNIpFcXAjLzFVmSt9MyQJTaJWmoiqo2vK6/rgYkVcHyxDLmnzhrOtz+3M6JgkigZyoMhVbt26ddPsrr7zCzTffPKt57N69e8K2iooKVqxYMavxJMsb27I4vOvRWQmaqq6zZuu1VDW0ln5iowghSB46SPTZp2fnn+lyUnHLrbgmeX2HB3voOrhzVmFICBtjZAQzHCKuWUQ8Fmm/A8PjKNg3E0DRHaPVmV7cupsr6i5lVVnLpAJj+mQ3kScew07NPQBD9XjwX7Yd74aNy+7iPG1mODhymIPDhzFsg6yVZTgVImWl8vsIAaZtYtgGdoFtVoqi4FJd1HirKHeVTSvyOlUnGyrXsLFyHd55bNGOZKLsHzrEsciJgv8dhVLhKmdL9SbaylZOGjwlkSw0QgjsyJlcRebAcYRR2mrkglEU1LJ61IpcJaZaVosiBX+JRLJMkL6ZksWmUD9Nh64tu6KKixG5AlqGVFRMXm0zVQVnoUx1fGVl5ZTHrFu3jurq6gnBPk8//fSsRc3J/EKvvvpq+YFykdLTuZfYSPHt3C6Pj/Xbb8EXnPr1O1eEaRJ55mlShztmdbxeWUnFra9FLysbtz0Vj9B96CVCA7OrdrTTKbID/WTMDCGnSdKnkfF7i/LNBNDKynFUVaGoKhsq13FZ7Vack7T9CtMktvMFEvv2zWq+Y1F0Hd+2bfi2Lr9E87Ni5oHhDkzbxBI2oXSYaDbG2UW7LQSGPeqXWaAvrKIoOFUH5a5yqjyV6NNUIAScftqrNrCmfH6rGodSw+wbOkRX9GTJx6711rC1ehPN/kb5uS9ZEtjx4Xzgj0hP9MGddxRQAzXnwn3K61G0+bNSkUgkkvlA+mZKlgJCCAyZen5BIUXNZchUbeIHDhzgt3/7t2c97r4pBInpRE1FUbjpppu45557xm1/8MEH+fSnP42mFVf+f+TIEY4ePTph+y233FLUOJILg3QyRu/xA0UfF6ysZd2lN+FwzU+iM4AVjxN6+EGMgdm1xLtXr6bshptQx1RIm0aW08f20Nd1CDGLqk8hbMzhYbKRMBHdIBJQyAbc2Hpx70PF4cBRW4fm8VDtqeLqhsup9kz+OWCGw4QeeQhzeLjo+Y4/qYJ340b8l1627BLN02Ym12Y+cjgvVsaycUYyoXz1YrF+mTAqZmpOfLqXak8Vbt015b513ho2V22kOdA4b1WNQgjOJPrZO3SQM4m+ko/f7G9ka/Um6ny1JR9bIikWOx3D7j+Wq8qMz+2m8WxQA1WjImYjankDyjTvf4lEIlnKCCHAzObEzJJY1EjfTMnssUw71zI1A4qioBWRPSBZPKSouQzx+/20tLRMSB1/9NFH+dSnPlW0kHiW3/zmNxO2KYrCli1bpj3ut37rtyaImoODg+zYsYPXve51Rc3hBz/4wYRtXq+XV7/61UWNI7kw6D70EvYUdgtTUbdyHa3tV6DOo59O9kxvzj9zNm3WCgSuuArf1m35u8pC2AycOsapI69gZGbXum2nkmQH+kmIDCGvTTLoxHJqRbWaA+jlFeiVlbh0F5fVXcK6itWTimRnw4Cizz6DMOe2QHW3to0mmpfPaZyFJm2kealnHy+e3JsXK1NmmuHUCFk7e84v0zawivDbUxQVp+bApTqp8lTid/gn/TMqKLSWrWRz1QaqPZPf7CoFtrDpjp5m39BBhtOlFXcUFFaVtbKleiMV7vKSji2RFIsw0lgDx3NCZvjMgp5b8ZWj5UXMRhTn/N2Uk0gkkoUgL2ZmEyUKAUL6ZkrmjFFE6rmsAF4eSFFzmXL99ddPEDVPnTrFL3/5S9785jcXPd7Ro0e5//77J2zfsGHDjAFEV1xxBevWrePIkSPjtn/ta1/j1ltvxeksrIX0+PHj3HvvvRO2v/nNb8brnT9POMnSJDJ0hpG+wltbFUWhtf1K6lvWz9uchBAkDx4g+twzs/LPVN0uyl99K66m5vy26Eg/XQdeIBGdOpBr2jnZFubwMKlYmLDTJBrQMbyuosVMxeHEWVeL6vawuqyNy+svwaNPflFtZzJEnn6SdGfnrOZ8luWaaJ420zx3qoO9A4fImrnqS9M2GU6FSJiJWfllwjkxU1d0KlxllLvLJhWUHaqD9RVr2Fi1Dr9j/qpaLduiM3KCfUOHRlvoS4emaKyrWE171QYCTn9Jx5ZIikFYJvZwN1bfEayhkwVVb5QCxRPIt5NrFY25FkqJRCK5ABBCgGXkKjMtozSDSt9MSQkQQhTsp6nL1PNlgxQ1lymve93rJq1q/Nu//Vs2bdpUVFJ4OBzmIx/5yKQBRIVUWiqKwoc+9CH+7M/+bNz2rq4uvvSlL/HXf/3XM46RSqX4+Mc/jmGM/+JzuVy85z3vmfF4yYWFbdt0HXyx4P11p4t1l95IWVXDvM1JmCaRp58kdZ54Xyh6VRUVt70WPZBLDBdCcProHk4f2zNrj3QrmSA72E+EDKEylYzfjdCKbZNQ0Csq0CsqKPeUc3XD5TT46qbcO9vXR/jRh7His/eV08vKCFx5Fa6W1mV1BzTXZn6IgyNHUPWcbmyP+maGMxFsYWOMipmF+mXCWDFTw+fwUumuxDmJX57f4WNT1QbWla/CMY9+elnL4HDoKAeGD5MyUzMfUARO1cnGqnVsrFyHR3eXdGyJpFCEsLFDPTmfzIETpbvongFnVROOxnUkHDWonuCCnFMikUgWEnG2zbxUn6uKiuLyg8O1rNaMkqWJZYmC1+i6bD1fNkhRc5ly6aWXcvPNN/PYY4+N255MJvmDP/gDPv/5z3PnnXfOOM7evXv58z//c06enFgRV1tbyzve8Y6C5nPnnXfy4x//mBdfHC9E/fCHP8TpdPLxj398ynT2kZER/vRP/5QDByZ6J77//e+nsbGxoDlILhwGTh4mGQsXtK/bF2DjFbfi9gbmbT5WLEbooQcxzgvEKhTPmjUEr78x759p2zbH9z3L4OnZVToK28IYGiKeCBPyCuJBJ/Ys7iYqThfO2jocHi+X1GymvWoD2hTtPMK2Sex5hdhLL826kkn1eAhsvxzP+g3LKtH8fM9MACcasUySgcQwaSNN1jIx7eIW8GPFTKfmpMpdidcxsTq2xlNNe9UGWoLN85oCnjLTHBw+TMfIEbJF/ltmwqt7aK/awPqKNfMqyEokUyGEQMQGR4XMzlzy7gKg+ivR6tdSuX4rzkA5lmWTGkksyLklEolkociJmUmwsiUaUQGnF8Xlkb6ZkpJRTJWmFNGXD4ooppxEsqQ4ceIEb3vb24hEIpM+vnHjRt74xjeyfft2GhsbCQQCpFIpBgcHeeWVV9ixYwdPPvnkpMcqisJXv/pVXvva1xY8n9OnT/PGN76RaDQ64bE1a9bwrne9i6uuuor6+npM06S7u5uHH36Y73//+4TD4QnHbNu2jR/+8Ic4HItzARwKJTHN4vwclxKVlT40TcWybEaW0QWUkc2w+/F7MY3CFkWbrrptXis0M709hB9+CDs9G/9MhcCVV+HbsjX/xWiZBkdefpzwYO+s5mMl4qSG+gnrBqEyDdOlF91qjnK2OrOSlcFmrqy/bNoWYCseJ/z4o2R7ZzdnGA1Guu4GVNfyCbvIWln2D3dwcPgwxhiRL2NmCRthYtkEWSuLWaRP1FgxU1U0KtzllDkDExZPrcGVtFetp9ZbU5J/z1TEjQT7hg5xNNSJJUr7mRd0BthSvYnVZa1TCuYSyXxiJyNY/Uex+o4ikpOvl0qN4vah1a1Fq1+L6s/53S7X72TJwjAwcBrbtlBVjdra5pkPkFwUaJqKouTuJVtWCdLC5wFhGjnPTLNUYia5NHOXT/pmSkpOFc3YrgABAABJREFUPJrGLsBCzO114HQuv/q/pfKZUYrvNF3XqKgozIJQiprLnJdeeon3vve9pGcjuEzDX/zFX/Cud72r6OOee+45/uiP/ohMJjOn869YsYIf/vCH1NVN3QY730hRc3E4vv85+rsLa/Guamhh3aU3zcs8hBAkD+wj+txzs6pMVN3uUf/Mpvy2bDpJx0uPkogUnxQuLIvs0ADRdIShMpW0z1G8mAmoLheO2joC/kquqr+MlcHpv2jSXV1EnnwMOz2797Si6wSvvQ7PuvXL5o5n1spycPgwB4Y7xlUs2sJmOBViJB3CFGbeL7PQr9GxYqaiKAQcASrd5ePEPl3VWVe+mk1V6+fdazKWjbNv6CBHQscRlHbhU+2pYmv1JlYEmua1ulQimQyRTWL1H8PqP4YdGViQcyoOJ2rt6pyQWdYw4fNuuX4nSxYGKWpKJmOpCBSTISwjV5lpzu2abxzSN1Myj1iWTSJW2OvVH3SjqsvjumUsS+UzY6FFzeUnP0vGsX37dr7//e/ziU98gq6urjmPFwgE+Ku/+ivuuuuuWR1/9dVX86//+q/86Z/+KaHQ7IJP2tvb+eY3v7mogqZkcUhER+g/WZigqWoaLRu3z8s8bMMg+vSTpI4endXxjupqKm59LVrgXEt8Kh7h0M6HySSL9aIUWPE48eF+hr020XrnLHwzAUXBUVmFo6KSzdUb2VazGYc69VeAME2izz9H8uBEW4hCcVRXU37La5ZNqnnWMjg4cpgDQx1k7fEVBykzQ0+8l5SZRgi7KIFWVVQcY8RMl+ai2l2Fa8yi3at72VS1jvUVa3Bq87uYj2Xj7Bncz7FwV8nFzEZfPVuqN9Hgq1s2IrbkwkCYWazBE1j9R7FHehYm8EfV0Gpa0erWolatkFVFEonkgmdexEzpmylZAAptPdd0dVkKmhczUtS8ANi6dSu//OUv+da3vsXPfvYzRkZGih7D5XJxxx138NGPfpSGhrm18l555ZX8z//8D1/84hfZsWNHwVVMZ0OBPvShD+FaRi2qktIghMiFAxV4Hdq4qh2Xp/SVbGYsSvih38zeP3PtOsquvwFljIdsLDRAx0uPYmaLWwAKyyQ92E/ISjBYo2E7Zyd2qW43jto6GsububrxcspdZdPub4yMEH70YcxZfJacxbdlK4HLrxj3PCxVDMvg4MgRDgwfInOeF5QQgr7kAEOpEUQRSeYwUczUFJ1KdwV+hy9fZFvlrmRz9QZagyvnvaIxkomxd2g/neEuxGzTqaagNbiSLdWbqPZUlnRciWQ6hG1jj5waTS7vgkkCD0uOAmpFM1r9WrSaNllRJJFILgqEZeYCgEoqZirgkL6ZkoXBNApbxztk6vmyQ7afX2Bks1keeughnnvuOfbs2UNnZ+ekqeYATU1NbN26lcsuu4zXv/71VFRUlHw+nZ2d3HPPPTz11FN0dnZi2+M/TJxOJ1u2bOGWW27hTW96E5WVS+eCWLafLyzDZ7o48vITBe3r9Pi45IbfRtNL67ea6TlN+JGHZtdqrSgEr74ab/uWcXeZh/u6Obb7KeyiLrYFZixGJDzAQBmkPdqsWs1RFBxV1fgq67ii4VJWl02fNi6EIHnoILHnnkXMUhxQPW7KbrwZ98qWWR2/kBi2ScfIEfYNHZxUzIxmY5xJ9JOdxPR+7PN4/tfo+WKmgkKZK0i5qywvXK4INLG5aiN13pp5r0qIZKLsGTxAZ+REScdVFZU15W1srtpEmWv+grokkrEIIRCRvnOBP0YJL7CnQQ3W5Hwy61ajuHxFH7/cvpMlC4tsP5dMxlJoJRWWicgmwSil1ZkCTg+K03NBVbh/4Quf5YEH/heAd7/7/bz3vX+0yDOSnMU0bZLxQlvPXajLKNB0LEvhMwNk+7lkjjidTl73utfxute9DgDDMIhEIkSjURKJBG63m2AwSFlZGW63e97ns3r1aj71qU/xqU99ikwmQ29vL4lEAk3TCAQCNDQ0oGkXzpeZZHZYpkH3oZcK3r9lw2UlFTSFECT27SH2wvMFV4qORfW4KX/1bbgaG8dtP9N1qKjqU8gZrieH+hjUM4TqNJhl+4Pq8eKsrWVD7SYuq9uGa4aWZjudJvLkE6S7Zi98uZqbKbvpZjRv8Rf8C4lhmxweOcq+oYOkrfELHCEEcSPJUGqYuJEoqjrzfDETwKd7qfRU4lB1dEVnTcUqNlWuXxARMJyJsHtwPyci3SUdV1d1NlasZVPVhknT2iWS+cCOj5wL/EkXa+MxOxRPMFeRWb8W1Vu+IOeUSCTLj298425+8pMfALlrsV/+cgfBYHBWY7300ot89KMfzv/+5S/fzbXX3lCSeRbD/ImZbhSn94ISMyVLGyEE6aQx847kRMHlKmhezEhR8wLH4XBQXV1NdXX1Yk8Fl8tFW1vbYk9DsgTpPX6ATKqwypVgZS1VDa0lO7dtGESeeoL0sWOzOt5RU5Pzz/Sfa4UXQnCyYxe9x4vxoxRkoxFGov30VzmwHbP8eFZVHFXV1Na1ck3DFdR4q2Y8JHuml9Cjj2AnZlk9pCoELr8S39ZtS9oLybRNOkaOsm/4EGlz/CJdCEgYCUKZMAkjOWl15lRMJmY6VCfV7go8Dg8e3cPGypxfpluff2uNUDrM7sH9dEVPlnRct+ZiU9UGNlaunXffT4kEQKTjo4E/R7FjxQeszQbF6c4nlyuB+a+klkgky5877nh9XtTMZrM8+uhvuOuut8xqrLOVfgCVlVVcddU1JZljoQjbynlmGmlmdad/UpTRRHMpZkoWnmzGnNAtOhW6QwqayxEpakokkkUlk4rTe3x/YTsr0Np+ZckuMs1YlNBvHsQcnt3FsmfdOsquG++faVsWx/Y+zXBvV8Hj2EaW8FAPI6SIV7sR+uy+UFWvF19dE9ubtrO+cs2MHo3Ctom/vIv4K7tmvW7VgkHKb3kNztra2Q2wAFi2RUfoGPuGDpIyU+MeEwKSZpJQOkzGypA2M1iisNZ7RVFxaQ5U1PxrUkWlwl1O0BmgylNJe9UG2oIrxyWczxfDqRB7BvfRHTtd0nH9Dh9bqjexprwNfZpwKYmkFAgjgzV4HKvvKHa4t3TX1NOhOdBq23KBPxVNKLJKQyKRFMHq1WtYt249R44cBmDHjvtnJWqmUimefPKx/O+vfe0d6Lq+ILln8ydmulBcPilmShYFy7LJpM2C99eln+ayRF6dSCSSRaX70K6C/SbrVqzDFyyN72rm9CnCjz48O/9MVSF49bV4N7WPE1hNI8vhXY8RHe4rcCBBKjzMYGyApAvS5W7EbC6mVQ1HdTVrm7dwRf2lBbUEW7EYoUcfxujvL/58o3jWriN43XWojqVZtWfZFkdCnewdOkByEjEzZSYZSUfI2hks2yZtpQsKNlMUFbfuRFd1FEXJ3/0NOANUusppCa6gvWrDgiWAD6WG2T24n1OxnpKOW+EqZ2vNpgUJMZJc3NjpGPbQSezhbqyR01BgRcWcUBS0qhVo9etQq1tQtNJ6NEskkouL229/fV7U3L9/L6dPn6K5eUVRYzz++COkUufWK3fe+fqSznEyhG3l2syzpRQzyVVmOr0o2sUjN/zlX36Wv/zLzy72NCSjCCFIpwprO4dc6rmmyfXucuTi+ZSRSCRLjuhwH8NnugraV3M4WLH+VXM+pxCCxJ7dxHa+MGv/zIrX3IazYbx/ZiaVoGPnwyRj4UJnQqj/FMNGFMOjkS5zzyoMSPX5qG5cxTUrr6HRX1/QManjnUSefAKRLbzFeiyKw0HZddfjWbtuVsfPN5ZtcTR8nD2DB0iayXGP5cTMFKFMrjJTCDBso6B2c0VRcY62mY/1AnZrbmq91WyqWk971YYZ0+VLxUByiD2D+zkd7y3puNWeKi6p2Uyzv1G23krmBWHbiGg/1lA39vBJ7PjIgp1bLa8/F/jjmH9vcYlEcnFw662388///FVMM1cV9uCD9xcdFLNjx/35n9euXceaNfO3zsqJmSnIppBipuRCxDAsLLPwm6Ruj7y5uVyRnzYSiWRREMLOhegUyIq1l+Bwzu0C1DYMIk88Tvp456yOd9TWUPGa8f6ZAMlYiEMvPkw2nZziyPMRjPSfYtiMYHgdZAKuogVNRdNw1dRxadtVbKneVFB7s20YxJ57lmTHoaLONRZHbQ3lN78GvWxhhLtisGyLY+ET7Bk6QMKY6A+aMlKMjIqZALYQZApoN1cUBafmHOeZCaAADYFarqi5nA2Va/HoCyOQ9CcH2TOwn57EmZKOW+up5pLaLTT66qWYKSk5wkhjDZ/CHurGHjmJMGZ3U2U2KL6KXOBP3RpUz+zCOyQSiWQ6KioquPrqa3nqqSeAnKj5nvd8oODv04GBfl555Vxo5h13zE+VprDt0QCgFCXta9dH28ylmClZAti2IJMqvO3c6dJlleYyRn7qSCSSRaH/5FES0VBB+3r8ZdS1bJjT+cxIhNBDD2KOzK4iyLN+A2XXXjfOPxMgMnSGw7sewzILbW8QjAyeZtiMkPG7MLyOogVNze+ntWUr16y8moDTP/MBgDE8RPiRhzHD4aLONRbftksIbL8cRVtafjO2sHNi5uB+4pOJmWaaUDpM2joXDmTa1mil5tQLekVRcKqOfJv5WFyakzvW3sT1LVcRjyyMONOXGGD34H7OJAq1NyiMOm8Nl9RsWbB2ecnFgRACkRjJVWMOdWNH+xfGH3MUxeVDq1+DVrcWxV8lX9sSiWTeuf321+dFzd7eHvbu3c22bYV1GT344AN5OxtN07j11tsn7DM4OMD999/H888/Q29vD9FoFJ/PT21tHVdccRW33/46WlsnD2U9X8y0bZv9hw7x0iuvcKCjg5OnThGJRrEsi0AgQHNjI5ds2cIbbr+duul803VXLgBojIVHJBLmF7+4h6eeeoLe3h4MI0tNTS1btmzjt37rTWzevAWAj3zkA+ze/TIAn/70/+XOO98w4/PU13eG3/zmAV544Tl6e3sIh0N4PF5qa+vYvv0KXve636KtbdWM4wDE43FeeOFZdu3aybFjR+ntPU08HsfhcFJeXs769Ru46qpree1r78ThmLmK7wtf+Gw+6Ond735/0ZW6ktKRSRsFWUoBqKqCyy1lseWM/OtJJJIFxzQynDrySsH7t7ZfgTqH4IbMqZOEHnl4du3WqkLZtdfj2bBxwkXxYM9xOvc+jbALvVIXDA+eZiQbJh10YxbZ5qBoOsG6Zq5bfwsrA80FXaQLIUge2E/0hefAmp1Pner1Un7zLbiammd1/HxhC5vOcBd7BvcTM+ITHk+bGULpMCnrnD+VEJC1sxjW1CL0dGKmisqqslbec/lbqfSVYVk2MH+iphCCvuQAuwf205ecvf/pZNR763hV7WbqfXUlHVdy8SIsAzvUiz3UjTXcjUhPvMkwnyi6E7V2FVr9WtRyaZ8gkUgWlmuuuY6ysjIikQiQaycvXNQ813p+1VXXUFEx3kP+Jz/5Af/2b98e57kJEA6HCIdDHDnSwY9//H3e8pa38aEP/Qn66E14IezRNvNkvjKz+9QpPvbpTzM4RVDmSCjESCjE3gMH+NE99/DOt7+dd/3e743fSXeOVmaOX8s+99wzfOELnyUcHl+4cOrUSU6dOsn999/H29/+B3zoQ/+noOflLKZp8m//9m1++tMfkj1vPW8YEaLRCMeOHeHnP/8xb3nL2/jwh/90nFXQ+fzoR9/nu9/9lwljnT1XKpXkzJleHn/8Ub73ve/wuc99KS/GSpY2pmFhZAvLa4Bc27lcLyxvpKgpkUgWnFNHdmNmCwvoqaxfQXl148w7ToIQgsTuV4i99OLs/DO93px/Zv14r0ohBL3H93Oy4+Wixhse6mHYiJAu92C5ivv4dQTK2Lb2Gl7V+CocBQZaWKkUkSceI3PyZFHnGotrxUrKbroZzTNz+NBCYQub45Fudg/uI5adKGZmzAyhTHhCOJAtBGkzgz1Fu/l0YqaCSrmrjJtXXMclNZspcxdWITtbhBCcSfSze3Af/cnBko7d6KtnW81m6n1LN7FesnywU1Hs4ZNYQyexQz1gF34hURJUDa26JddaXr0SRZVLW8mFTzyb4MBwB0PpEVLnfddJwKN7qHZX0l61Ab/Tt2DndTgcvOY1r+W///tnADz22MN89KMfx+VyTXtcR8dBurqO538/v/X8a1/7Cj/+8Q/GbWtuXkFNTS2RSJgTJ44jhMCyLH760x/R29vD5z73RTTbyHlmivE3tSPR6DhB0+vx0NTYiN/nw7Zt+gcH6RsNkjRNk+/94AckUyk+/N735sRMpw9Fn7gWfemlF/nLv/zEOKGwrKyMlpY2LMuiu/sE8Xicn/zkB6hq4SJSJpPhM5/5FM8++3R+m6qqtLa2UV5eQSqVpLPzGNlsNv8c9Pf38/nPf2lKserkya5x86ytraOmpha320MqleTkyS7i8dwac2Cgnz/5kw/yz//8XTZs2FjwvCULT7HhQA6nJhPPLwDkyk8ikSwoyViI/u7DBe2rahotGy+f1XlsI0vk8cdInzgxq+MdtbVU3PpaNN/4xXDOC3QnfV0dRY03PNLDsBEmVeHBLuLLU9F1GpvWccOGW6lwlxd8XKbnNOHHHsVOFurzeR6aSvDKq/C2b1kydy9tYXMicpLdg/uIZmMTHs+Y2VExc+K/ebp285nEzDJXgEZfA69eeQO13urS/YMmQQhBT/wMuwf3M5gaKunYzf5GttW0U+utKem4kosLYdvY0T7soZNYQ92IRGE2IiVFAbWiKRf4U9uGok8vGEgkFxJd0ZM81fM8pl24X9zFRiwbZyA5yJFwJzc0XU1LsLgU8rlwxx1vyIua8XiMp59+kle/+tZpj9mx49f5n4PBMq699ob874888tA4QXPjxk188pN/xdoxYY19fWf4ylf+nmeffQqAp556gh9871/4w9/93SnP2Vhfz+tf+1quu/pqWlasmLD+6Tlzhv/40Y948JFHAPjpvfdyw823sfWSyyYdLx6P8/nP/3VeKPT7A3z0ox/nNa95bb5q1DAM/vd//4dvfvNufvzjHxAMFuZx/LWv/WNe0HQ4HLzzne/hzW9+K8HgOX/3VCrFT3/6Q/793/8Vy7J4/PFH+PnPf8Jb3zr5c6AoKldddQ233XYHV155NWVl5eMet22bF154lq9//Z84ebKbbDbD3/7tX/Nf//XTOXWPSeaXTNrELrCDTlEUXG4ZDnQhIEVNiUSyYAgh6Dq4s2CPk4a2Tbi9gaLPY0bChH6zAzMULvpYAO+GjQSvuXaCf6ZlmRzb/RQjfcVVPg6N9DCcDZOq9CKKMKH2Biu5uv1W1tWsL1hYFLZN7KUXSezZPWv/Or2sjPLX3Iqjan4FvEKxhU1X9BS7B/YRyUYnPJ61soTSERLmxFZXIXKPG/bEu7aKouBQHTgmFTMVgs4g5a4gq8pauK7pKpyas3T/qAnzFJyO97J7cD9DqcnbwWZLs7+RS2q2UOOtKum4kosHkU1hDZ/MJZUPn0KYCxfyMxY1UJ0P/FFcC1d9JZEsFeLZhBQ0i8C0TZ7seY43uisXrGJzw4aNtLWt4sSJXOXlgw/+elpR0zRNHn74wfzvr371bXn/RsMw+MpX/iH/2Lp1G/ja176N57zumfr6Br74xS/zl3/xMZ5+9hkA/vPHP+aOW2+ltnriWm79mjX86LvfnVaca2po4C///M8JBsv4+S/uRQjBz+752ZSi5g9/+J8MD+duxmqaxj/8w91s2bJt3D4Oh4M3vvEt1NXV88lPfjTfpj8dL7/8Ev/zP/cC4HQ6+cd//DqvetXEOXg8Ht71rvfR2NjE5z73GQC+971v8/rX/zZer3fC/n/yJx+b8DyORVVVrr76Otrbt/C+972T3t4eurpO8Pzzz3LNNdfNOG/JwmNZNtlM4Z+Nbo9eVMWwZOkibzNIJJIFY6T/JJGhwhKbnW4PTauL965Jn+xm6Bf3zk7QVBXKrr+BshtunCBoGtkMh174TZGCpmAo1MuQGSFZhKCpaBrta67k7dd/gPW1GwoWNM1olOFf/YLE7t2zFjQ96zdQ9aa3LAlBUwjBiUg3v+y8nydOPzNB0MxaBv2JQU7HeycVNG0hSJnpCYLm2TRzr+7BqTnOSzRXKHMGWRFoosZbxbWNV3LziuvnTdAUQnAyepr7jj/IwyefKKmguTLQzBtW3c6tLTdJQVNSFEII7NgQRtcuMi/9gvTT/4lx8DGs/s4FFzQVTwC97VJcV70N1xVvQV+5TQqakouWA8MdUtAsEtM2OTBcXHfNXBnbPv7CC88RCk0dUvncc08THhPieMcdr8v//Nhjj+SFQkVR+Iu/+MwEIU4IgcgmUZIhPv7HH8Y7+rhpmvzq/vuZDJfLNXO1oeZA8Zbxvg/+ab59/vnnn8E0J77+TNPk/vt/lf/9jW98ywRBcyzXXHPdjNWrZ/nhD/8r//M73/meSQXNsdx22x1cddU1QK569De/eWDS/aYTNMcSDJbxzne+J//72SAoydJCCEE6WXjbuaarsu38AkJWakokkgXBtiy6D71U8P4rN2xHm8SvZyqEEMRfeZn4rp2z98+89TacdfUTHksnYxza+TDp+MQqwWlmxFD4DINWhHSFp+CEc0XVuHnz69jQWpix/FlSR48SefpJhFH4F/q48zqdlF1/A57Va2Z1fCkRQtAdO8Xugf2EMuEJjxu2QSgdIT5JONBZTNskY2YRY14M01VmgkLQ6afcVYau6gScfm5uvo4qTyXzwdl/457BA4ykS9u+2xJcwbbqzVR5Kko6ruTCRlgG9kgP1nA39tBJRGZhQ37GonjLcj6ZtatQgnVLxgJDIllshtJTi2OSqVno5+222+7k29/+JpZlYVkWDz304JRt0GNbz1taWtm0aXP+9yeffCz/8yWXXMratevzvwshwEgjMkkY9QqvrKjgNTfdxK8eyAl5Tz33HO975zuLm7ymozh9Oe9MRcGnu2hrW01Hx0HS6TQnThwf1/oOcPToYYbHeHT+1m+9acbT/PZvv5lHHnlo2n1CoRAvvvgcALqu86Y3/U5B/4TbbruD559/FshVet5115sLOm4qxv5NOjoOzGksyfxgZK3R8M7C8MhwoAsKKWpKJJIFoffEATLJqUWosQQqaqhubCt4bDubJfL4o6S7umY1N0ddHRW33obmnVj9E48M07HzYYxMuogRBUORPvpFjGyZu3BBU1G5efMdRQmatpEl+szTpI4cKWJ+43HU1VF+y6vRA4V5G80XQghOxk6ze3D/pEKfYZuE02FiRoKplOvJ2s1nEjMDDj/l7jIcowEjbWUtXNtwRcGBTMVgC5vuaE7MnEywnQttwRa21bQX5b0qubixU9F8UrkdOrPwIT9nURTUika06hbUqhZUb9nMx0gkEskSpbq6mssvvzIvrO3Y8etJRc1oNDou/Ob228cHBB04sD//89nqw7yYmU1O+pl9zRVX5EXN7lOnSCaTk7ZfnyUWj/Pirl0cPdHF4EiIZCqFYYyvxuzpOZ3/eWhoYIKoeejQwfzP5eUVrFq1esrznWXr1kvQdX3Sys+z7N27O29ZtWbNunEemtPR1nbu/EeOzFyle/x4J7t3v8zx451EoxFSqeQ4gSw7Jtx0cLC04Y2SuWPbNul04RXsLrcDtQg7MMnSR4qaEolk3smkEvR07itsZwVa268svOU6POqfOaZ1pxi8mzYRvPpaFG1iC0Jo4DRHXnkCe5oF10QEg5E++pU4RqDw8ApFUXl1+52sa5u+rWYsxuAgoUcewooWU0E69qTgf9Wl+C/djrKIpudCCE7Fe3hlYN+kYqZpm4QykdGk86nLcHPp5mns0ZTPmcVMH+Xu8ryYqSkaVzVcxtry1SW/e3s25GjP0H4imVn+vaZgVVkr22raKXdJIUgyPcK2sSNnRtPKuxGJ8KLNRXF5UatWolWtRK1sRtHnz7NWIrlQqHZXMpCUokqxVLvnp+tiOu644/V5UfPIkQ6OH++cIPY98shvMEY7bFRV5fbb78w/ZpomfX3nLJtWrVqNyKYR2cS0N6BWtbbmf7ZtmzP9/axum1goEIvF+PZ//Ac7Hn6YbBFdPmcTwcfS39+X/7mlpXXC45Oh6zpNTc10d3dNuc+JE53jzvGxj/2fgsYeK0KGp7k+2L9/H1/96pc5dKjw6stEorACDcnCkU6ZuaqGAlA1FadLtp1faEhRUyKRzDsnD+8qWBisbV6Dv6ww/790Vxfhxx9BZGfRcq2plF17Pd4NGyd9eODUUY7ve67gUKMcgsHYAH16AtNVeJWfgsJrNt7O2tWFCZpCCBL79hB78QUoMOHvfFSfj/Kbb8HV2DSr40tBPhxnYN+krWGmbRLOREeTzqf/dxqWScbK/v/snXd4XNWZ/7+3TJ/RzGjUq23Jtop7790GG0xCEvilbDYmZAMkhGwIG3YJ2QQCpBBIAmmEkIRA2BAgCYFgG2PjjnvvTb2N2oymzy3n98dYI4015Y40kiXrfJ7Hz+O599xzzkijued+z/u+XwDkqpjJQ8VGSy1hYFQZYNWYIyIxzZo0LC9YlPIoR5nIuOKswfHWU1Ed2/sLAyYsZpo11zfCljK8GS4mP2AA1pQJNqMYnK0YjCmDpn5RKElSaSvDBcdlWlczCXiWR6WtbMjHXbRoKYxGY1gE3Lz5Pdx3X6Qo1zv1fNasOcjMzAq/vlY8NKkZEH/iTVGzOXKD0xVFhGzr6MADDz+M+oaGxG/kGoQoAqjb3bO+MRqNivsyGOK37W0k1NnZEU5FT4ZYIuTWre/j8ce/A0lKLkMh2vunXD8EQYIoKP8damna+Q0JFTUpFMqg4uq0o62hSlFbjlehaOKMhO0IIXAfOQT34cP9mhNrMMC6+iaos7L6nCOEoP7icdRfPJ5krwStnjY08R5IKuVfrQwYrCq7GePHz1bUXvJ64Nz+IQL19Ykbx0A7ZgzMS5aB1Wr73cdAIISgwd2Eo60noxrjiLIER8AJV9AVURMzel9AQApAlMVekZnRxUyDSg+rxtzH9KfUMg7zcmeFIzZTgUxkXHZU4Xjb6asRpqmBAYNSy1hMyaxEmtqUsn4pNw6EEBBX21UhswZyl73fxmEDheFVYNMLrwqZRWDUyowZKBRKdIxqA5bkz8fOho+osKkAnuWxJH/+kDmf90aj0WDFitX45z//DgDYsmUT7rnnq2GDnrq6Wpw+3ZPFdG3qee9oQwBQKcyoUV1jdNknCpPl8KPnng8LmizLYtmylViyZBnGjStFZmYWtFpt2IEdAO6//8s4duyIovGTIZFZkd/vG/AY0YITmpoa8eSTj4UFTYvFivXrP46ZM2cjP78AFos1wkypqakRd9xx24DnQkktRE7OHEit5sHzNO38RoSKmhQKZdAgREbV6QOK2xeMnwqVJv5DrxwIwLF9GwI1Nf2akzo3F5aVq8FFqS8kyzKqTn0Ee92lJHslaPN3opF3Q06iRgsLBqvGr0bpxDmK2gfqauHYvg2yL5n6nj0wHAfT/AXQl1dcl11KQggaPc04aj+B1ihipiRLVyMzuxKKmUCvdHMQqLlYYiZg4PWwai19xEye4TE/bzZKLcrrtyZCkiVcclThRNtpuIXUGa0wYDHeOhZTMiphUiuPgqCMDogYhNzZAKmtBnJ7bcg44jrBGCyhlPKMYrDm3Ota2oJCuREpTivE7dp0nG4/hzZ/B3ziwIWfGw0dr0OGNh2VtrLrImh2s3btrWFR025vweHDBzF79lwAkVGaBoMBS5cuA3BVhBOD0DORorXXp+z3fG07o+Hq+2c5MGo9LlbXYP+B/eHzjz32FJYvXxW/T2/8e0rviEuPR/nax+WKH3nau98FCxbhxz/+meK+4/HXv/5fWDTOy8vHb37ze6Snx84SS/T+KdcHv19UnFHHMAw0Oip93ajQ3yyFQhk07HWX4HH2Fa+ioTWmIWdM/PQgobMTjvc3QeyVjpIM+spJSJu/IOpDtiQKuHB0Bxz25FJxCAjaxS408C7IUC4UsoTBqpKVKK2Yn3gMUYTr4AF4Tp5Iam694a1WWFaugirOom2wIISgydOCo/YTsPva+pyXZAnOYBecARcIEjsXEhJKTQ/KQfAsD10MMVPP62HVmqHh+tY2tWosWFa4MGV1KCVZwkXHFZxoOwNPCsVMlmEx3lKCKRkV1/XBjDL8kL1OyO01kNpqITsaAVm562dKYdmQyY+tOCRk6mg5BAplsDGqDZibq7wGN+X6MHnyVBQWFqGurhZASMicPXsuCCF4//2N4XbLl6+CRqMFkUSQgAcQA9BrVNBoNAgEQuJbU0sLpk6aFHWc3jQ0NUW8tlisYLQmQKUFwzA4dKgn2GD69JkJBU0AaGuLX8c1Ozsn/P94NTJ7I4oiGhvjr7nT03tqoXZ2ps7B/uDBHlH3rrv+I66gCQCtrfaUjU1JDaIoQwgqj1bX6mna+Y0MFTUpFMqgIApB1F04qrj9mIo5YNnYhZv91VVwfLgNpB+1bBiOQ9riJdBPmBj1fDDgw7mDWxULsN0QEHQwXtQzXUnV3uQIg1Vjl6Nk8sKEbUWHA45tH0Bo6ysGKkVfUYG0eQvA8EP/ld/sacER+wm0RDE2kIkMZ6ALjkCXIjET6HE3BwPoeV3UBYqO18GqsUDLRzdqmmgtxZycGeBTkG4uyhLOtl/AibYz8Iqp28nnGA7jrSEx06CK7VpKGT0QWYLs6GXy4+3f5k4qYDT6cG1M1ppHTX4oFAolBjfffAtefPHXAICdOz+Ez+fDuXNn0NTU2KvNOsgBDxDwone9kPElJTh1JuQsfvb8edy8cmXC8c6cPx/+v8lkQl5JRcRmfm9Tn7KyioT9NTY2oKMj/vq4dz+dnR2oqrqCsWPHxb3m1KkTCetTVlZODv//0qWLCAQC0GiUm3DGovfPYOLE6LX1e9O7TADl+kMIgd+n/HmQV3FQqag50I0MFTUpFMqgUH/xOISAsjRpa1YBrJmxDWu8587CuXNHv+bBGQ2wrL4J6sy+9TMBwOd24uzBDxDwJlf3kICgQy2gLtABQpQXqOYIg1WFS1AydXH8/gmB7+IFdO3eBZKU+3oPjEYNy9Ll0I5JXXq1Ulq8rTjScgLN3pY+57rFTGegC7JCMRMI/UwkIkPNRd9tTSRm8iyPhXlzMc5crPyNxECURZy0X8SB+uNweFJnAMQxHCZaSzE5oxx6KmaOekjAE6qN2VYLqaMekK6TQQEDsGlZYG3F4DKKwRhtNOKBQqFQFHDTTbfgd7/7TWhd5/Nhx45tOHLkUPh8Xl4eJpcUA4G+WR5TKyvDouaOPXvwtS9/GXyCDeot2z4M/3/KlGl96laKSa4pN258N2GbiRPLkJ5uC4uf//zn3/H1r38z7jVvv/23hP1WVEwKmy0JgoAPPtiMW24ZeG1LSVL+M5AkCZs2vTfgMSmpIxgQIUsKnx8YBlqadn7DQ3/DFAol5XhdDjTXnFXUlmEZFFfENskJNDbCuat/gqY6NxeWVWvA6aLX6XR12nHu0DaI1xRjTwQBQaeRQZ3bDpKEayJPGKzMXYiSmcvitpMDATj37IL/UrK1PXtQ5+bCsnwluCRcKFOBX/TjYMtRXHL0NYeSiYyuoAuOgBMySSZVloGaVSEgBcFHiebVclpYtRbo+NjGRzZtOpYVLhywuY4gizjfcREXqy/CJ/qRRIBuXHiGR1n6eFTayqBXUTOV0QohBKTLDqm9BnJbLWRX/yO0BwrDq8HaCsHaiqjJD4VCofSTnJwczJgxC4cPHwQQEvwuX74YPn/T8uVgYqyJ1q1Zgz+/8QYAoKOzE2+8/TY+88lPRh+IYbFj3wGcOX8ufOjWWz/Wp5nNlhH+/8mT8U0xGxsb8Je/vBq3DQDwPI9169bj1Vf/CAD4+9/fwMqVazBp0uSo7fft24sPPticsF+VSoXbb78Dr7zyBwDAiy/+GvPnL0yYLp4Imy0jHCl78uRxjBtXErPt66//GU1NybvEUwYHSZIR8CeRdq7lExpSUUY+9DdMoVBSCiEENWcPgsjK1J7csZXQGaLXYCOiCOfO7f1y7jVMnoz0W9bHFDQ7mmtxZv/7/RI0Heka1Hoak4qg5AmDlVnzMG7Oirjtgi0taPvbm/0XNBkGxlmzQ+99CAVNQggudl7B3y6920fQlIkMR6ALda4GdPg7FQuaDBiYVCboOC2CchDXBoZpOA1yDdnINWTHFTQr0ifilrGrByRoEkJwyVGFNy/+EwdbjsIr9M+s6Vp4hsdkWzk+NeE2zM6ZTgXNUQgRA5BaLiF4ZhsCu19G4NDfIVYduS6CJmOwgC+eCvWM26BZvAHqSavB506kgiaFQqEMgLVre5zNT5w4FjbTYRgGN8VJKS8qKMCyRYvCr198+WXs2rs3shHDAhoDztQ04Ic/+VH4cGnpBCxY0DcraNq0GeH/nzp1ImYkZmNjAx588GvwKTQo+tznvhAWG0VRxH/919fx/vsbww7jACAIAv7xj7fw6KPfAgCkpSWua/7pT38OmVezrdraWvG1r92DK1cSr5FPnTqJ73znv3Hw4L4+53r/DF5++aWYNTM3bnwXL7zwy4RjUYaGZNPOOY6FSk3TzkcDNFKTQqGklE57PRytjYkbAlBpdSgonRLzvOvwIUhd8Z0Rr4XhOJiXLIVu/ISYbZqrz6LqzIGkxVKGZdGZpUON/RKIEFR8nUpmsTJjFsbOXx0zZZPIMjzHj8F16CD6G/7HGY2wrFgFdU5O4sYpxBnowt7Gg31SzQkh4chMKYkUfQYMTGoT9JwWbf5OiCRyAaPhNLBqQpGZ8VJg1awKi/LnoTitMLk3dA0d/k581HQI9ih1QfsLz/KoSJ+ISttEaOMIspQbD0IIiKezx+TH2dzvv/kBw3Ihk5+MYrC2ImryQ6FQKIPA0qUr8MwzP4LPF1l7e0plJfISrNkevP+rOHH6NDo6OyGKIr79xBNYunAhli5ahIycfHS5fdi3fy82bnw3LCCq1Ro8+uhj4Li+gs706TNRWjoBly5dAAA89dRjOHBgH5YuXQ6r1Qan04FDh/bjvffegd/vR0nJeKjVapw9ezruPE0mEx599DE8/PA3IAgCXK4uPP74d/Dcc8+gqGgMCJFRVVUFtztUsufTn/43nDt3BseOHQEA8Lwqar9mswVPPPFjPPDAPQgEAqipqcaGDZ/FggWLMHfuAuTl5UOr1cHrdaOlpQUXLpzDgQP70NwcMkyKlq7+yU/+P2za9C8QQmC3t+Cuuz6LT37y/2HSpMngOB6NjfXYsuV9HD4cMlVav/7jeOedf8R9/5TBRxAkSKLyTC9qDjR6oKImhUJJGbIkoebsQcXtiybOABdjESO0tsJzIn5azLVwRiOsq2+CKjMz6nlCCGrPH0Hj5VNJ9QsArEqF9hw9apvOgyQR3amSWay0TMfYRTfHvLFKHg8cH25FsFGZGBwN7bhxMC9eCjYFBdSVIskSTradwfG20xHRl4QALsGFTr8TElEezRoSM40wq83wil40+1rRW3lWs2qkay3QxTAI6k2mzoZlBYsG5BgelII4aj+Jsx0XQPoTLhwFNatCuW0iKtInxqz9SbnxIJIIubOhx+THn1wN31TCaAxgM4pCQqY1HwwX/TuYQqFQKKlBq1Fj2eLF2Ph+ZMr1zasSO49bLRb8/Ic/xIOPPILW9lDNyh179mDHnj1R2+v1Bvzwh8+gtHR81PMMw+B///f7+MpX7obb7QYhBFu2bMKWLZv6tM3MzML3v/9D/PjHTyacJwDMmTMPTz75NJ566ntwOBwAAIfDAYfjWES7O+74DO6993585StfCh8zxskuqqychF/+8kX8z/88hNZWO2RZxu7dO7F7905F87qWsrJy3H33Pfjd734TnuNLL70Qte2KFavx+c/fRUXN64wsEwR8yp8p1BoeHEeTkkcLVNSkUCgpo6n6DPwKTVOMlgxk5kevYUNkOVRHM4noJXVeHqyrVoPVRk+TlGUJl0/sQVtD31qPiVDp9GjJ1qKu4Sxkv/K0Y7XMYoVpKsYuXRdThPPXVMO540PI/uTS4LtheB5pCxZCN7FsSHcjmz127G08AGcwMpJWlEW0etvhk5SlK4UIiZkWjRksGLT62iOcxNWsGlatJabb+bVMtpVjRvZUsEz/FjOEEFx2VuNgy1H4xdSkmatZNSozylCRPgFqjjpFjwZkvwty29VozM4GQFYerZxSGIBNyw65lWcUgzGk08gFCoVCGQIIISBBLxDw4uYVyyNETa1Gg+W9UsvjMaaoCH/41a/xh7+8jvc2vRc1JZzneSxbthL33vs15CSI/hw3rgQvvPBH/OhHT+DEiWNR+1q6dDm+8Y2HYbFYFM2xmwULFuHVV9/E3//+Bnbt2o7GxkaIooCMjExUVk7Gbbd9AlOnTgMAdHZ2hq8zm+OPU1ZWgVdf/SveeOMv+Pvf30B7e2xHdpMpDbNnz8VNN63D7Nlzo7bZsOFLyMjIxAsv/BKdnR19zttsNnzucxtw552fiXCqp1wfAn4BROFzIcsy0GipzDWaYIjSTweFMsro7PRCFK/TQ2gKSE83gONYSJKMjo6+joqpJuj34tiOv0NSWGdy0oJ1MFmjR1S6jx2F68B+xWMbpkyBac48MDEKQYtCEBeOfAhnW7PiPrvRma1ozOBQW3sG8jVpQ/FQyyxW6Cdh7OqPxZyX++gRuA4eSHpO3fA2G6wrV4G3WPvdR7L4xQAOtRzFRceVPuc8ghetvrYkTIAYmFRGWLRmqFgefjEAu7cV4tXoThWrglVrgYHXKxJhNJwGi/Pno9CUl8xbiqDT78BHTQfRkiDVXK3mwTAh3T0YjP2Z13BqVNrKUZ4+AWoaEXdDQ2QZsrM5nFZOPJ2JLxokQiY/RSEh01YIRkVLHFxvhvqeTBlZ2O31kGUJLMshK6vgek+HkgKIGAhF5Q9gQ4thmNDGlEoLWaUHw3IIBAI4fvwoGhvr0dXVBYPBgOzsHEyfPhMGQ/K11K9cuYxTp07A6XRAr9cjIyML06fPUFTvciA4HA7cemsoUpVlWWzevAO6GHXwo3Hp0kVcunQBDkcn/H5/eO7FxWMwduw4xeYwgUAAJ04cRVXVFQQCAVitVuTnF2LKlGlR0/cpQ48oSPB6lJf90hvU4FWj83fHcWz4+URS6hA/CKTinsbzHKxWvbK2/RqBQqFQrqH2/GHFgmZmQUlMQVN0OuA+fEjxuKbZs2GcPjPm+YDPg3MHP4DX5VDcZzdpGTmoTpdRV3M6KUFTI7NYoSnHmJXrYwqanlMnBiRoGiZNhmnOXDD80HyNE0JwxVmDA82H4Zcio0plIqPD70BXUGn9UwYmlQEWrQUqlgchgCPgRIffAYBAxapg0ZhhVBkUR5Rl6zOxtGAhDCplN79rCUoCjrWexJn28ylJNddyGkzKKEeZdTxUVMy8YSFBH6T2WsjttZDb60BE5YvuVMMa068KmUVg03JifvdQKBQKZfAgshQSM8X+ZeD0huF4cHoTwKlBrgoUGo0Gc+bMG3Df3YwbVxLX/XuweO+9f4b/X1o6PilBs/uaWCn2yaDRaDB79jzMnp26nykldSRrDqRSc6NW0BzNUFGTQqEMGFdnK1rr+0buRYPjeRRNnBH1HCEEzp07QCRlu9qqjAwYpk6Ped7r6sTZAx8g6FcuSHaTXjAOFwweNNacgexRHlWjlTksV01A8eqPxRQcfZcvoeujvVHPJYLVamFethzaouJ+Xd8fuoIufNR4EI2evpGuQSkIu7cNQVmJmMPAqDLAqjGHhT5JlmD3tcEn+sCzPKwaS1JiJgBMzZyEaZmT+pVuTghBVVcNDjQfhU9MJmU+Olpei8m2ckxMHw8VS2+xNxqEEBBXG6T2GshtNZBdrUkbjqUMlgOXnh+OyGS1pus0EQqFQqGEU82D3oGbvzEMGI0BnC60HhopeZWEEEXrtytXLuMPf/hd+PXatesHc1qUEUzAL0KWlf0BMAwDjZYGEoxG6BMXhUIZEIQQVJ9RHnGYXzoFam30aDrfubMINjUp64hhYF66LGY0krO9CecPfwhJUL67101u6SSc4FrRVHsWklu5oYdW4rCcK0Hxmo+DVUW/qQYaG+DYvq1fQog6Px+W5SvA6ftvfpMMkizhVPs5HG891ce9nJCQ2Nnh71AU2ajjdbBp0yNSsH2iH3ZvKxgwyNDZYFIZkxIztbwWS/MXIM/YP7d3R8CJjxoP9XFt7w86XofJGRWYaC0BT8XMGwoiBiF31IcjMkkg+U2SVMFojT1O5dZ8MBz9rFEoFMr1hohBEL8rNbWTVVowGgMYlgMwsuofHzy4H6+//hpuueU2zJs3H/pr1qterxcbN76LF1/8VdgJPisrG+vW3Xo9pksZ5kiSjGBAuTmQRseDZUfW3wwlNdDVMIVCGRCtDZfhdrQpaqs1mJA7piLqOcnjQdf+fYrHNUydCpUtI+q5tsYqXDq+G0ROrpYIwzAorJyNw2INmurOQXIpTacGdBKHZRiH4ptuB6uObgQjtLehc/MmINkaJywD06w5MEydNmQGHy3eVuxtPABHwNnnnCRLfcx8YsExHGzadBhUPXUxCSFwBJzoCrpDkZlqI9gk31euIQdLC+ZDxyeXrgQAgiTgWOspnG4/D4KB1ZvRqbSYkV6GCdYScCxNd7kRIISA+JxXTX5qIDuaBh51018YBqwlB5ytGGxGMRi9hZr8UCgUyjAhlanmYHkwWiMYfuSaCcqyjP3792L//r1gWRZ5eQXIyMgAy7JwOh2orq6C1CsbS63W4NFHH+tXLVDKjQ0hBH6v8sAUjmehomnnoxYqalIolH4jCkHUnjusuP2YitlgoxTdJoSga88ukKCyenSc2QzTjFlR+2mqOoOas8prcnbD8jzGTF2Afe5zaGm4CMnZV8yLhV7isEwqRuGtt4PVRjfkEF1d6Nj4HkiSkaNcmgmWFauhzspK6rr+EpCCONRyFBc6L0c97xN8sPva+kRuRsOkMiFdZwHH9PzORVlCp98BNadCoSk/aTETAGZkTcGUjMqkxR1CCKq7anGg+agiQTYeDICpORWYkzcdnq7ko4Epwwsii5A7m3pMfnzKNzRSDaPWgrUVgbMVgbUVguE1120uFAqFQukLIQQI+kCCntSkmqsNgFo34jetepvzyLKM+vpa1NfXRm2bl5eP73zncUyePHWopkcZQQhBKSmjG61ONeL/fij9h4qaFAql3zRcOgEh4FfU1pKZB0tmdPczf9UV+KurFY9rWbK0T71KQmRUnz2E5qqzivvpRqXRYsz0xdjdeQz2xssQHcpdi/USh2VCIQpvuR1cjCLnst+Hzvf+BdmbnJCmKy1F2qIlMSM/U0motmQt9jcfhl/s+zslhKDT74AjmFjsVbEqZOps0PKRAq8kSwhKAdh01n7Vv9TzeiwtWIAcQ/ICryPgxL6mw2iKUhc0WTJ1GVhbvgQ5aZmQJBkeUFFzJEL87qsp5TWQOhoASXmKU6phTRkhp/KMYjCmTLowp1AolGFKKNXcDcgpuGdEpJqPfObMmYcXX3wZe/bswqlTJ9DQUA+HoxOBQAB6vR4WixVlZRWYP38hVq5cA36IzC4pIwtZluH3J5F2ruXBcdQccTRDv0koFEq/8LmdaKo+o6gtwzIYUzEn6oO67Peja89uxePqy8uhzs2LOCZJIi4d34WOpui7wfHQGtMwdvoifGg/gLbmaoidHYqvNUgclgbyUXDr7eCM0VNnZEFAx6b3ICYR+QmWgXnJMugnTFR+zQBwBd34qOkgGtzR65kKsgC7tw0BKX56FQMGFo0FFk1axO+akJCjucTI0PfTnbzAmIfF+fP6CKWJEGQRx1tP4VTbuQGnmms4DWZnT0OpZRxsNFVqxEGIDOK095j8uJX/raccTgXOVgDWVgzOVghGMzR1cikUCoXSP4gsgQQ8gKBsMz8uN0CqeSzKyytRXl55vadBGcH4faLiCGiWY6HWUElrtEM/ARQKpV/UnD0EotCNLqe4HDqjOeq5rv0fQfYpc51mDXqY5syLOCYEAzh/aCtcna2K+uiNyZqJoqkL8EHjbrTbayG0K6sNCgBGkccSfy4Kbr0dvCktahsiy3B8sAWCPbm5DZWgKRMZp9vP4aj9ZNR0ckIAt+BGm68joSCo43XI0KaHXc17o+JUEGURXD+iMxmwmJU9FZW2sqSi1wghqHHV4UDzEXiEgRu7lFnHY3rWFGhpKvCIgogBSG2haEy5vQ5ESEHds37CGCxXU8qLwVpybpjIHAqFQrmRoanmFMrQIQgSREG54RZNO6cAVNSkUCj9oNNej057vaK2Ko0WBeOj18sJNNTDd/684nHNC5eA1fSISn6vC+cOboXPnUQU5FXSc4qQVzkT79ftQEdbA4Q25cKjSeSxxJuNvFs+Dt5sidqGEALnzu0I1CUXPWqaO29IBE27tw17Gw+gM+CIel4mMtp8HXAL8d3fWYaDTWuFUWXos6hQs2oIsgCxnylaBpUBywoWIksf3RAqFs5AF/Y3HUaDJ3rkaTJk6myYlzsbGbr0AfdFGRqILEJuq4XUchFSW21q3Gj7A8uBteaGTX5YXfTNDwqFQqEMT2iqOYUydCRrDqRS8+B5mnZOoaImhUJJElmWUH32oOL2RRNngFf1Ta+RBQHOXTsU96MdNw7aMWPCrz3Odpw9tBWCX1mUZ29yxpQhY3wFNtd8CEd7EwR7i+Jr00Qei91ZyFv3MajSYwtd7oMH4LtwIal5GSZPhmHK4BZMD0pBHLafwLmO2HPziwHYva0QSfxFvEllRLrW2sf1mxACg0oPj+Dt9+5psakAC/PnQcMpT80SZBEnWk/hVPs5yGSgqeZqzMqehvGWEroDPAIghEB2NEJqvgjZfgVEVGY6lmoYjQFsRhG4jGKw1nwwUSKXKRQKhTK8SW2qOQdGa7ohU80plFQS8ImhyGgFMAwDrY5KWZQQ9JNAoVCSorn6HPxuZc7ABrMNmQWlUc+5Dx+E1OVS1A+jUSNtwaLwa0drAy4c2Q5JTH7nvLh8Jkz5Y7CpeiucnS0ItigXNM0ij0VdGchdtx6qzMyY7TynTsJ97GhS89KWlMA0b8GgCWgh5+867G8+DJ8YXQgmhMARcKIz4AQQe1GhYlXI0Nmgi1LfUs2qoWJ5eMT+CZosw2JO9gyUpY9XfD0hBLWueuxvPgKP4El6zGuZaC3FjKypNNV8mEMIAXG3hyIymy+FHkCHGgZg07J7TH4M6VQEp1AolBEKTTWnUK4PoigjGFT+XKfV07RzSg9U1KRQKIoJBnyov3hccfuxldHNgYJ2OzwnTyjuJ23+QnD6kMGMvf4Srpzcq7ieZzcMy6B06iJoMrKwsXoruhx2BFuaEU+8641ZUGFxlw3ZN98KdXZOzHa+K5fR9dGepOamzs+HZenyQbs5u4MefNR0EPXuxphtRFmE3dsGvxQ7KiFkBGSGWWMGG2WuWboMuAUPPGL/alia1EYsK1iUVKp3V9CF/U2H4743pWRo0zEvdzYy9bYB90UZPGRfF6SWS5CaL4B4HEM+PqPSgLUVhtLKbYVgVMmZV1EoFApl+JHSVHNeEzICoqnmFEpCCCHw+5SnnfMqDioV/dui9EBFTQqFopi680cgicpuOhn5Y2GyZvU5TmQZzp3blWqJ0BQUQDd+AgghaLh0AnUXjimf8FU4lQoTZy4HYzLivaoP4HK1IdjcpHgX3iKosNBpRfaatdDk5cdsF2hsgOPDrYrfGwCoMjJgXX0TGD71X8cykXGm/TyO2k/GTSX3CF60etsgxzED0nJaZOhsUEdJp+UYDuMt43DFWY2grHxR0puxacVYkDcnav/REGURJ9rO4GTbmQGnmqtZNWZmT8UEawnYfpgZUQYfEvRBsl+B1HwBslN5dHWqYE02sLYicLZiMOYsMPRzQqFQKDcEqU81N4KhmR4UimKCAQmypHAtT9POKVGgnwgKhaIIt6MN9vpLitqyPI+iiTOjnvMcPwqxo0NRPwzPI23xEhBCUHV6H+y1FxXPtxu1Vo/yOasgqDlsrPoAbncHgo3KBU2roMJChxVZq26GprAoZjuhvQ2d728ClN6UAXAmE6w3rwWrTn2dpTZfO/Y0HkCHvzNmG5nIaPd3whWMXQYgnhEQAFg1FoxJK8TxttP9Ehc5hsPcnJmYYFVeu7LWVY/9TYfhTkGq+QRLCWZmT4U2Sio95fpCJAFya3Uovby9buCpgMnA8eDS88HaisHZisBojUM3NoVCoVAGHUIIIPhCgmYKUs2h1oNR62lKLIWSBLIkI+BXHhCh1fJgWbqxTImEipoUCiUhhBBUnzmgOAKxoGQyNDpDn+OioxOuI4cVj2ucNRu8KQ1XTn7UL0FTb7KgbPYq+FgRm6q3wuN2INDYCCgU39IFFRY4LMhctgraMWNjthNdXejY+B5IUPlNmdVqkb7uFnD6vj+ngSBIAo7YT+BMR3xX+YAYhN3XCiFOZKVRZYQtihFQN2XW8VCxKhxtPdmvuZrVaVheuAhWrUVRe1fQjX1Nh1KSam7TpmNe7qykndUpgwuRZcid9ZCaL0JqrQKkFKQBKoTRpYUMfjKKwFpywbB0iUShUCg3IkQUQAKu1NxjaKo5hdIvCCHwJZF2znEsVGr6d0bpC12xUyiUhLQ1XoGrs1VRW43eiNyxlX2OE0Lg3LlDcSSjKisThkmT0dZYhZba5FzEASDNloOJM5fDJXmxqWorvN4uBJsaAFnZ+LagGgscZtgWL4eudHzMdrLfh873/gXZq7yOJMPzsN68DrzZovgaJdR21eOjpkPwxqlpSQjQFexCu78TsVTqkBFQOnS8Lup5DafGgtw5qHXV41xn8mIzAJRaxmJe7myoFAhHkizhZNsZnGg7A4lI/RqvGzWrwozsqZhoLaWp5sMEQghIlz0UkdlyCSSYghRAJTAMWGseOFsR2IxisHrL0IxLoVAolOsCkWWQgDt1qeYaIxgVTTWnUPqDKEiQROVZXtQciBILKmpSKJS4SKKA2nPKoyvHlM8Gy/XdRfOePYNgc7OyTlgG5sXLQq7W548oHrubjLyxKJmyEJ3BLmyu2Qafz4VgYyOIpEwQywiqMb/TgvSFi6EvK4/ZThYEdGzaCNHpVD45loF19Rqos/rWG+0vHsGLfU2HUOuqj9tOkiW0+trgjeF+jqtGQJYYRkAAkGvIwZzsGdjXfBAtXmVCd294hse83FkYbx2nqH2dqxH7mw7BJbiTHutaSi3jMCt7WlTXdsrQI3sdoYjM5osgvq4hGZPR6K/WxiwCm14Ahk996QcKhUKhDC9Cqeb+q6nmA6vDDTCAhqaaUygDQZYJ/D7lkdJqDQ+Oo8EIlOhQUZNCocSl4fJJBP2xRLBIzBm5sGYX9jkuud1w7d+neEzjtOlQ2Wxoqj6LgDc5MSuvZBKKJs5Ah78zJGj6PQg2NoAoTDHKCqoxt9MC65x5MFROitmOyDIcW7dAsNuTmp95ybK4tTmTQSYyznZcxBH7cYgJ3Dq9gg+tvraYkY4hI6B0qLnoIg8DFjOzp6DQWICtdTvQFacOZyzMmjSsKFwMi8acsK0r6Mb+5sOoczUkPc61pGutmJc7C9n6zAH3RRkYJOC56lx+EbKrbUjGZFQacNml4LLHgzFn04dQCoVCGUXQVHMKZfgR8AuhzQYFsCwDjZbKVpTY0E8HhUKJid/ThcYrpxW1ZRgGYyrm9BEMCCFw7t4JIiirmcJbLDBOmwFJFNBw6YTyyTLA2Io5yBlTjjZfOzZXb0Mg4AsJmqKyhWx2QIO5DjPMM2bBOG16zHaEEDh37UCgtlb5/ACY5syFfsLEpK6JRbuvA3sbD6DNH990iRCCDn8nnMHokXAsWKTrrDCpjDHFHpPaiGUFCyHKEt6rfh8BKZj0fHMNOVhRuCimaNqNJEs42X4WJ1pPDzjVXMWqMCNrCsrSx9NU8+sIEYOQWqtCzuWdDYpr8w4IjgeXMQZczniw6YVgaFF5CoVCGVWEUs09gKBsYz4uNNWcQkkZoiBBCCpf42t1NO2cEh8qalIolJhUnz0EorAGZfaYMuhNlj7H/VcuKxf/mFAkI8PzaLp4HEJAWc0jluNQOm0xbDnFsHvbsKXmQwSCfgQaGxSLqTkBDeY4zEibMhXGmbPitnUfOgjf+fhGPNdimDQZhqnTkromGoIk4GjrSZxuP5ewbVASYPe2IihHFyGNKgPSteng40QclFrGYl7OLNS46rG7YT8Ikk/bmmAtwfzc2QmFxXpXI/Y1H4IrOPBU8xLzWMzOmRazLihlcCGyCLm9HlLzBUhtNYA8MIFaEQwDNr0QXE4puIwxNLWcQqFQRiE01ZxCGb4QQuBPwhxIpebAq2hkNCU+VNSkUChRcbQ2orOlTlFbXq1B4fhpfY7Lfj+69u5WPKa+ohLqnBwIwYDiCFGOV6F8ziqYrFlo8bbi/ZoPIQiBq4KmsojC3KuCprGiEqa58+MuXD2nT8F9NLk6n9qSEpjmLxjwgrjO1YCPmg7BI3jitiMEcAlutPs6ooqQPMsjQ2uDXhVb8FOxKizIm4OxaUU41noKx/rpcD4rexom2crjvnd30IMDzYdRk6AmqBKsGgvm5c5CjiF1NUspyiCEQHY0QWq5CNl+WfHf30BhzVngciaAyyoBo6YiNoVCoYxWiCSA+FOYaq4xgOHo4zKFkioCfhGyrCxlh2EYaLSqQZ4R5UaAfktTKJQ+yLKM6jMHFLcvmjgDvKpvVFTXR3sh+xRGWxoMMM2ZCwBovHwSkqhsF69g/BSYrFlo9tixpXY7BDGIYFMjSDCg6Po8vxaznWkwTJiItIWL44pvviuXkxJpAUCdlwfL0uUDEjS9ghf7m4+guitxxKtEZLR52+ERowmfDCyatKtGQLGjJjN1GVhasAB6XoedDR/hirM66TlzDIclBfMxJi12/VBJlnCq/RyOt54acKo5z/KYkTUF5ekTaKr5ECO720OGPy0XQfzxBfdUwejNISEzuxSsPnGNVgqFQqHcuAxGqjl4NY3OpFBSiCTJCAaUbzhodDxYlv4NUhJDRU0KhdKHlppz8LmVOXobzOnIKiztczxQVwffxQuKxzQvXgJWpUbA50FzTeLUagBQa3XILi5Dk6cFH9TsgCCFBE3Zr0xILfBrMdOZBv240lDae5zFa6CxAY4PtyZVD5C32WBdczMYvn9ftTKRcb7zEg63HIcgJxZ5/aIfdm8bRNJ3waDhNMjU2RLWtJyaOQnTMichKAnYXLOtXw7nWl6LVYVLkam3xWzT4G7CvqZD/TIcupZx5jGYnT09buQpJbXIfhfk5kuhqEx3/LquqYLR6HsMf0wZ9GGTQqFQRjkpTzVX68FodGDo5iiFklIIIfB7laedczwLFU07pyiEipoUCiUCIeBD3cVjituHzIEiF3+yEIRz1w7FfWhLS6EtKgYA1F88DllSFrVXMH4aWnxt+KB2B0RJQLCpCbJP2S59oV+LGc406IrHwLJiZVwjEaG9HZ3vbwIk5QtmzmRC+tp1YNX9q+vX4e/E3sYDaPW1J2xLCIEj4ERnwNHnHAsW6VorTOrYRkAAYFDpsSR/AXIMWXAGurCldnu/altaNGasLloGo9oQ9bxH8OKAwqhTJWPNz52FHEP2gPuiJIYIfkj2KyHnckfTkIzJ8CqwmeNChj/WPPqgSaFQKBQA3anmbkBSLpTEhFeHjIBoqvl15b333sFTTz0GAJg2bQZ+8YvfXucZUVKFEJQgJfEcRc2BKMlAv7kpFEoEtReOQlJormPLG4O09L6CkvvgQUhuZYIYq9Ugbf5CAIDP7URr/SVF12kNJggWA7bV7oAoiwi2NEP2eRVdW+TTYUaXCdqCQlhXro4raEouFzo2/QskqHzRzGq1SF97Czh9dGEvHoIs4rj9JE61nwNREBYqyiJavK0ISH3T7Q0qA2xaK3g2/lf9mLQiLMibAw2nRrPHjm11O/vlcJ5vyMWywoVRo0ElWcKZjvM4Zj8VNZI0GXiWx/TMyaiwTaSp5oMMkQTIbTWQWi5CaqsNFWwdbFgWnK0oJGTaiulDJoVCoVDCECKDBLxA0Iek0meiMQip5k8++T1s3Phu3DY8z8NoNCI7Oxfl5RVYsWI1pk+fqWgO99//ZRw7Fru2u1qthtFoQn5+ASZNmoKbblqH0tLxA+ozEc899xvMmBHfZJMyepFlAr8/ibRzLQ+OG7nr+87OTpw7dybiX3t7T5DKI498F+vWrR+08T/+8VvQ3Jxc8MHnPvcF3Hff1wZpRoMPfVKgUChhPM522OsuKmrLchyKy/ouYIItLfCcVm4qkzZ/IThdKG247sLRUCqRAjQFBdhavwuSLEFoaYbsUVbLr9inw/QuEzS5ebCsviluarjs96PjvXche5SJpQDA8DysN68Db7EovqabelcjPmo6CHcCI6Bu3EEP2nztkK8xA+IZHhm6dOhV+rjX8wyPubkzMd4yDgzD4JKjalAczhvdzdjXdAjOYFfS/V7LWHMx5mRPT/jeKP2HyDLkzoaQkGmvSk0UjAJYay647PEhwx+VZkjGpFAoFMrIgQgBkIAbkAdWhzuUaq4Do9FflwwAURThcDjgcDhw/vxZ/OMfb2HatBl45JHvIi8vf0B9B4NBdHS0o6OjHSdPHsf//d8rWL58Ff7rvx5BWlpait4BhaIcv09QvCnOsizUmpEpUbW3t+Gee+5KWlCkDJyR+YmhUCgphxCCqjMHFG9655dMhkYXGYlIJAnOndsV96EpLIL26u6x29mO9qYaRddJWhUO+C9DBoFgtyuOCh3j1WGaywR1VhasN60Fq4rtqCcLAjo2vQfRqay2KACAZWBZtRrqrOSct72CDweaj6CqS9n7l4mMNl8H3MK175uBWZ0Gqza+ERAApGutWFqwABaNGYQQHLGfwPHWU0nNu5tYDucewYuDzUcVv694mDVpmJczC3nGnAH3RekLIQTE1XrV8OcSSDAFZgsKYE22kJCZXQpGaxySMSkUCoUysiCyFEo1F5WZQMZlCFPNTaY0lJdX9jkeCPhht7egqakxfOzYsSO4//4v4ze/+T2yspSV1cnIyMS4cZF17f1+Hxoa6iIiwz788APU1dXiV7/6HfT6+JvC0fpMRFoaNeyjREcQJIiC8k0IrX7kpp0Hg8FhJ2iWl1fAZEr891l0tQzcSIWKmhQKBQDQ3lQNV4ddUVuN3ojccX0Xae5jRyB2dirqg+F5mBf1uI3XnVeW9uIRvWgwqCFDB6HNDsmlLPpvnFePKS4jVLYMpK+9NW6tSyLLcGzdAsGu7OfRjXnJsnBtUCUQQnDRcRkHm48iqMAICAACYhB2X2sf4yANp0GGzgZNAiMgAKi0lWFm1lRwLAdJlrC7cX+/Hc6XFixAcVphxHGZyDjTfh5HW09ClAeYas7wmJY1CRXpE8GxtGB4KiGEgHg6ILVcgtRyGcQ38EhaJTBaI7ic8eCyx4M1pg/JmBQKhUIZeRBCgKAPJOgZePkThgOjNQC8ZshEk5KSUjz77PMxz4eExp9j19U69HZ7C5577hk88cSPFfU/e/ZcfPvb34t67siRQ3j66adQVxeqYX7p0gX8+tfP45vffLjffVIoyUAICUVpKkSl5sHzIzftvDcWixUTJ5ajrKwc5eUV+O///uZ1mcd99z0wKkpDUFGTQqFAEgXUnD2kuH1x2Sxw1+xwC52dcB9VXo/HNGcOOJMJAOBsa4KjtTHBFYBb8KCF9UAy5EFsb4OkMIqyxKvHZJcRKosV6etuBauJndpKCIFz104EapMzsjHNmQv9hImK28tExp7GA7jkuKKoPSGAM+hEh9+B3qGwDFikay1IU5sSLtK1nAaL8+ejwJQHIOSWvrV2J+y+NsXzDvcVw+HcLwawvX4PmjzNSfd5LWPSijAnZwYMNNU8pciezpCQab8M4nEMyZiMSgMuqwRczngw5pwRuwtPoVAolKEhZATkAqSBbY5e71TzeBQWFuHJJ5/G179+H44ePQwA2LVrB5xOB8xmy4D6njFjFn71q5dw112fRVtbKwDg3Xf/gS9+8cuwWq0DnTqFkpCAXwSRlW1GMAwDrXZkS1NpaWn4/vd/iPLySuTk5F7v6YwqRvYnh0KhpITGK6cQ9CurG5lmy0F6TlHEMSLLobRzhTcuVVYW9BWTQtcSgloFUZpuwQ27tw1iaQHEzg6IDmURoeM9BlS6DeDTzEi/ZX24fmfMcQ4fhO/8OUV9d2OYNBmGqdMUt5eJjJ0NH6HKqSwtW5QltHrb4JMiU4INvB42XXpCIyAAKDDmYVH+XOj40PsfiMO5VWPBqqKlfRzOHQEnPqjd0a8+e5OmNmFe7izkG+mCIFXIXick+yXILZchuzuGZlCOA5cxJmT4k14IhkbaUigUCiUBPUZAyuuZx4RTg9EOb1dzlmVx552fCYuakiTh3LmzmDt3/oD7tlqt+PznN+CnP30aACAIAg4fPoBVq24acN8USjwkUUYwoHxDQqtTgWFH9oa3wWDE8uWrrvc0RiXD9xueQqEMCX6vC41XTitrzABjK+f0ibLynjkNoaVFWR8sA/OSZWHH8c6WOrgd8SMF3YIHdm8bZLMBQtAPsVOZKDPBY0CF2wDeaITtlvXgDPHdyD2nT8F9JDn3R+24EpjmL1AceSYTGTvq96K6S1kkqFfwwu5rh0x66tHwDA+bLl1RBCPLsJiVPQ0V6RPDc2zytGBb7S4E5dQ5nNe66rGjfu+A0s15hsfUzEpU2spoqnkKkH1dkO2XIbVchuxKPhq3XzAAm14QqpOZORYMn7gcAoVCoVAohBBADIaiM0nyhoURMGyoTvMQppoPhOLiMRGvncnUc0/AvHkLATwdfn358qUbQtQMBPw4eHA/Dh06iAsXzqG+vg4uVxc4jkNamhmlpeMxe/Y83HLLbQnriAKRrvV33fUfuPvueyDLMvbs2YnNmzfi0qULaG9vg8/nC5+/lgMH9uFf/3obp06dRGdnB0wmE/Ly8rFy5RqsXXsrDAYjjhw5hAceuBcAkJOTizfffCfh3Agh2LVrB3bv3oFTp06go6MDwWAQFosF48dPwOLFy3DzzbeAj2N+mgqUzoPjOPjipJ2/+uff47X/+wMAYNXKm/Gtb/0vVGoOp06dxNtvv4WTJ0+gtbUFKpUaBQWFWLhwMe644zMwGgdee/1vf3sDzz77IwBAVlY23nrrXcXfEc888yP8/e9vAAiVafjpT3854PlQUgMVNSmUUU7NuUOQJWUFnHOKy6A3RaasSC4XXAf2Kx7POH0GVOmhOnqEyAmjNINyEK2+NoABAjoVhHZl4kyZ24AyjwGc3hCK0Lya6h4L35Ur6Nq7W9mbuIo6Lw+WZcuTEjS31+9BTVddwraEELT7O9EV4RjOwKw2waq1JDQCAgCzOg1LCxbCpuv5nQ3E4XyitRTzcmdFjE0IwYm2MzhiP550f70pTivEnOwZfaI/KclB/G5I9suQ7JchO5OrCTsQ2LTMq3UyS8GoabkACoVCoSgndUZAwzfVPB6CELkhrNfHzypKhmtNh7q6UieYXi+2bNmEp5/+AbxeT59zgiDA7w8ZMe3duxt/+MOLeOSR72LRoiVJjdHR0Y7HHvsODh8+kLBtIODHk08+hm3btkQcb29vR3t7O06ePIHXX/8/PPnkj5KaAwCcO3cWP/7xE7hw4Xyfc3Z7C+z2FuzZswuvvvoyvve9J1FWVp70GKmex7cfeRzFRSUKe2bAq4DnnnsGf/3r/0WcCQQCOHfuDM6dO4N//ONNPPvsL1FSkpyJ1bWsWLEaP//5TyBJEuz2Fhw7dgTTp89MeJ0oivjww57f75o1awc0D0pqoaImhTKKcbY3oaNJWcQgr9agYPy0iGOEEDh37wQRlUXn8VYrjNNmhF+3NlyBzx1vcUXQ7usAIQSCToWgy6FonHK3EWUeA1itBunrbgWfoC5RoLERjg8/UOzaDgC8zQbr6pvAKNwVlWQJO+r3oMZVn7BtUBJg97ZGRFKqOQ0ydenQcLHrgfZmgrUEc3JmQnU1NZ0QgqOtJ/vtcD47ezoqbWURAq4gi9jTsH9A7uYmtRHzcmaF63xSkocEPJBaqyC1XILsGHgtU6UwejO47NJQerneMmTjUigUymjHHfTgdPs5tPk74BN9iS8YrhAAkggiC0mtwaLCsmA4FcCy0PE6ZGjTUWkrGxGbpadOnYh4PXasUkEoMYIQGTGnUqlS1vf1oqGhPkLQtFrTkZOTC73egGDQj7q6WjgcDgAhEfeRRx7CU0/9RLGwKQgCHnro67hwIVSOKj3dhoKCQkiShNrayDWvKIr4n//5Lxw48FH4GMMwGDt2HCwWK9rb21BTU42mpgb8539+FV//unLDmH379uI733kYPl/P37jFYkFBQRFUKhWamhrDbtv19bV44IF78eyzz2PSpCmKxxiMeTz4za/gicefQXn5pIR9cxyDZ5/9Ed59920AgNlsRlFRMViWw5Url+G6agjb3t6Ob37za/jzn9+AwdD/iE2LxYK5c+dj79VAlvff36RI1DxwYF/4M6XRaLB06fJ+z4GSeqioSaGMUmRZRvXpxLuP3RROmAaVOlJQ81+6iEBd4qhDAAATcgdnuFBasSxJqL9wLO4lXtEHn+gHkUT4iAwg8a57hduIiR4DGLUa6etuDUeFxkLoaEfn+5sASXnkImcyIX3turiGQ72RZAkf1u9GnashbjtCAFfQhXZ/B8jV1X0yRkAAoGbVWJg/B2PSeuqeSrKEXQ37+iU+xnI4dwsebKvdhXZ//+ozcgyHqZmVmGQrp6nm/YAEfb2EzMaBPwwqhFHrwkImY8ocEWl9FAqFciNR3VWLXQ37BlTuZThAZPmqCdAAU83BABwPyBwYEhLwXEE37N5WXHBcxpL8+X3WMMMJh8OBV199Ofy6snIy8vMLUtb/tSKcxTLyTYIYhsHkyVOxdu2tWLBgETIyMvu0OX78GH75y5/hzJlTkGUZP/zh4/jrX9+GXp9Y5P7b396A1+tBfn4BvvnN/8bs2XPD6x1RFNHeK2vs9df/HCFoLly4GN/4xrcijGJqa6vx9NM/wNGjh/H8888qeo/19XX4znf+OywklpdX4itfeQDTps2IWHudOXMKP/nJD3Dhwnl4vR5873vfxh//+H8pSdVOdh5PP/0DXLx4Hj6fFz96+jH88vk/JBQg9+3fA6fTiaysbHzjG/+FhQuXgL1aokwURfzlL6/ihRd+CUII2tpa8dprr+A//uO+Ab2n1atvDoua27dvxYMPfiuh2L9ly6bw/xctWqLoczQc+MtfXsXzzz+LpqZGBAIBpKWlITc3H1OnTseaNWsHHPk6XBg5cfkUCiWl2GvPw6sw8lFvsiCrcELEMcnnQ9dHexSPZ6icDHV2TwpMS+15BHx900a6IQilXxNZRoCRQbjEX1eTXFcFTZ5H+tp1UEVZ5ES8B5cLHRv/BRJUXluS1WqRvvYWcApvZpIsYVvdroSCpiRLaPHa0eZvDwuael6PQlMezJo0ReJRtj4THytdGyFo+kQ/NlVv7ZegqeN1WDd2VZ+HgRZvK965srnfgmaRqQC3l96CqZmTqKCZBEQIQGw8h8Cxd+Hf/ScI53ZC7hwCQZNTgcudAPW0W6BZ+HmoJiwEm5ZFBU0KhUIZYtxBz4gXNAkhIKIASEEMWNBkOIBXg2E5RLslibKInQ0fwR2Mvd68HgQCAdTV1eJvf3sDX/zi59DUFFoj6nQ6PPjgwykda9u29yNeV1Ymjp4b7tx552fx61+/hNtuuz2qoAkAU6dOw/PPv4DKyskAQuLxxo3/UtS/1+tBVlY2fvWr32HOnHkR6x2e55GdnQMAcLlc+MMfXgyfW7hwMX7wg2f6OF8XFY3BM888jylTpoWj/RLxwx9+Hz6fN9zvr3/9EqZPn9ln7VVRMQm//OXvMH586DmtubkJb775F0VjpHoeP//ZbzBu3HgAgN3ejLf/+WbC/p1OJ6zWdPzqVy9h8eJlYUETCP2s/+3fNuCTn7wzfKy77ulAWLx4GXS6UKkkl6sL+/bFf571+XzYvXtH+PXq1SMn9Xzv3t24ePEC3G43BEFAe3s7Tp06gT//+WVs2PAZPProt26IkhQ0UpNCGYUIwQDqEkRJ9mZM5ZyImwwAuD7aA9mvrPYRZzTCOHt2+LUkCmi4fDLuNa6gC4IkQBaCCJoTm41MdplQ6tWD4ThYb14L9dUFRyxkvx8dG/8F2aPcXZPheVhvWgveYlHUvlvQrHc3xm3nE/2we9sgkdBDCstwyNTZFBkBAQADBtOyJmNKRkVEvUtHwIkPanbAJaTO4fxC52XsbTzYr5qcRpUB83JnodCUn/S1oxUiBiG1VUNuuQSpvS4UzjsUMAy4jCJw2ePBZowZ1s6xFAqFMlo43X5uxAqahAAg0tXozIHey0LRmYyCjVFRFnG6/Rzm5iZOMU01x44dwaJFsxS1nT59Jh544EGMHz8xZeOfOHEMb775evi11ZqOKVOmx71m48Z3kxKOpk2bgV/84rf9nmN/0OmU1RzVaDT48pe/gq9/PRTZt3v3jgiBLB5f+9o3YLNlxG3z/vsb4ff7AQBqtQYPPfQ/fZ6XulGr1fjWt76Nz3/+zpApVhxOnz6FY8dCngNmsxmPPvp4XBMgnU6Hhx56BPfcswEA8I9/vIUvfOHuAW8+JzMPWSZgoML9X/0mHvxmyAhp48a38ZlPfyHhPL761a8jJyf2c9sdd3wm/Dm221vQ0tIcFpb7g1arxZIly7B583sAgC1bNmPx4mUx2+/atSMcqWo2mzFv3oJ+jz3UGI1GFBYWQa83wufzor6+LixiEkKwffs2nDt3Fr/85YsD+pleb+hTCoUyCqm7cBSioCw60ZZbDLMtcsfRX1sD36VLisczL14KVtUjTDZVnYEQ8MdsLxMZHX4niCwjqGYSRmlO6TKhxKcHWAbWNTdBkxdfNJMFAR2bN0JUuFsKAGAYWFatjog2jYcoi9hWuwsNnqaYbQgh6Aw44Aj07JBxDIdcQ3Yfd/FYGFUGLC1YgCx95E51yOF8J4JybPfBWOQbc7GsYBHUXE8qhkxkHGw+ijMdfQuEK+ozhms6pS9EEiC31UBquQypvRaQlRl5DRgGYK35ofTyzLFgVNqhGZdCoVAoimjrZ4bE9YYQAkjCwF3NwQAsB7BcUoLNcP+5TZs2A5/4xB0oKRk/4L4CAT/q6uqwdev7eP31PyPYKxtpw4YvQaOwdNKNQkVFT2TquXNnFV1jsVjjilzd9I7wW7BgETIzs+K2HzNmLKZOnR4WCmOxeXNPROnNN98KUwKzUyAUgVtQUIj6+jq0tbWipqYaY8aMTXhdquYR8AsghKBsYiXycgvQ2FSP9o421NXXoKhwTETb3n+6BoMBq1bdFHce+fkFyMjIRFtbK4BQOv9ABbg1a9aGRc09e3bC6/XETCnfsmVj+P/Ll68edJf5gZKbm4ePfex2LFy4FOPGRdbnJYTgxIljePHFX4c/h83NTXj44Qfx4osvj9iau8P7N0KhUFKOp6sDLbXKhCmW41BcHrnDLAtBdO3eqXg83fgJ0BT2pC8LQT8ar8Q3q3EEnJCJBFkSEUyLL4IV+3QhQZNhYF21BprCorjtiSzDse0DCC0tit8DAJiXLoO2qFhRW0EWsbV2J5o8sU1bCCFo8bbCK/ZEiiYraI41F2NB7uw+7S92XsGexgP9dDgfj3m5MyMiPv1iANvr98R9P/GotJVhVvY0RY7toxUiiZDba0PO5W01VyNZhgAGYM25ISEzaxwYdeocVykUCoUyuiEEgCxe3ZwbYHQmw4aiM0fQWsJkSkN5eWWf47IsoaurC7W11fD7/Th27AiOHTuC8vIKfP/7P+qTvhyLZKIq16+/XVGUYkZGJsaNU15nr7T0+tbka2xswOHDB3H58kV0dnbC5/NCFKNvBrtcXfD7/dBq42/aVlZOUiRcnT17Jvz/GTOUR+QmEjWPHz8W/v/MmbNjN7yGsWNLUF8f8jq4cOHcgEVNpfMQRQlCsOdnXlw8Fo1NIWPUy5cu9BE1eVVPhPXEieWKftaZmT2ipsuVfAbatcyaNQfp6TZ0dLQjEAhgx44PsXbtrX3aORwOHDiwL/x6zZqbBzz2YPPrX78IQgApil8EwzCYOnU6nnvuN3j66R/gnXf+DgC4dOkC3n77LXzqU58e6ummhOsqarpcLpw6dQonT55EbW0tGhoa0NjYCJfLBZ/PB7/fD47joNfrodPpkJWVhby8POTn52PixImYPHkyxo0bdz3fAoUyoiCEoPrMAcXryrxxldDoIgs8uw7sh+RWVpuI1WmRNj8yRL/h0klIcdzSBVmAM9gFEBkBNQOwsXfiOcKgwm0AGMCyfAW0CW7e3W7tgZrk6kua5syFfoKydKCQoLkDTZ7YoikhQKuvvd+CJs/ymJ87GyXmMRGRCoQQHLEfx4m2M3Gujk00h3NHwIkPanfAFUx+AcExHBbkzUGpZWCLqhsVIouQO+ohtVyC1FoTimIZIlhzNrjsEnBZJWA0I6PYOYVCoYx2MrTpsHtbr/c0FJFyIyAmet1MJWRo45tGDhYlJaV49tnnY54XRRE7d27HL37xU9jtLTh79gy+9rV78dJLf0Jamjklc8jOzsFdd/0Hbr31Y4raz549F9/+9vdSMvZgUlNTjZ///Cc4eHB/wnTu3rjd7oSiphKjpkAgAIejM/y6uHiMovETCY2EEFRXXwm/fuWV30eUEIjHlSs9WXRKa3cOfB4kJJ71+hX0vs55Tb1GlYoD2+vZLj3dpmg+Gk3P7ywQJ9tPKRzHYcWK1eH6o1u2bIoqam7btgWSFBJsc3PzMHny1AGPPRxgWRbf/ObDOHPmJC5fDn1u3nzzr1TUVIIgCDh06BB27NiBXbt2oaqqqs+X0LWvRVFEV1cXurq60NLSglOnIiO8DAYDZs2ahaVLl2LJkiXIz6e12iiUWHQ016CrXVmEolpnQN64yGLiweZmeM+cVjxe2oJFYHstHAI+d8Io0U6/A4QQSLIEwRD/K2qCxwCtzMG8ZCl0pYlTdtyHD8J37pyyyV9FXzkJhqnTFLUVZBEf1OxAszf+z7jD3wF3rzqXIUEzJyLdOxYZ2nQsLVyINHVkCogoi9jdsL9fhkA8w2NpwQIUpUUu4mpd9dhRv7df9bt0vA4rChcjSx+/HtFog8gy5M6QkCm3VoOIyk2qBgqblgkuqwRsdglYbeJUJgqFQqEMLyptZbjguDys62qGUs3FUP3MgcJwV6Mz+18bkGd5VNrKBj6XQYDneaxYsQplZeXYsOGz8Ho9aGpqwK9//Qs8/PC3E14fLapSo1HDaDShoKAQkyZNwbRpM8BxQ2vKuHnze9i8eWPcNrNnz8VnPvNv/er/2LEjeOihB8L1LJNBUFB+S4mztdvtinhtNCpbVyVyA3e73WERDQBOnjyhqN9r8XgigxGeeOK76OiIX4bhK195AKVXn6dSNQ+vt2ceDMNAo4t81ulPunMyInY81qy5OSxqHj58EB0d7X1E1t6p56tW3XRDmWTyPI9Pf/rf8OST3wMA1NfXorm5SXGk+HBiSETNQ4cO4R//+Ac2b94Mtzv0wY71YYz3QSGE9LnO7XZjx44d2LEj5EhVXl6OT3ziE7jllltgtVpT9A4olJGPJAqoOXtIcfvispng+J4bDRFFOHduVxzlqSkqgvaaOh71F49DlmIvcv2SH27BAxACvwqItyWvkziUevTQFBRAX1aecD6eM6fhPhI/3eNatOPGIW3+AkU3MEESsKV2O1oSRFA4As5QJOpVOIZHniEbKgWC5mRbOaZnTenjGO4T/dhauxOtvraEfVyLjtdhVdFSZOh6ohgIITjRdgZH7MeT7g8AMnQ2rChcrNjo6EaHEBlyZyMk+2XI9isggjKDrVTAmmxgs0IRmaw+NVEfFAqFQrk+GNUGLMmfj50NHw07YTP1RkAqMDFMV5TCszyW5M/vY3o43MjLy8e6devDAsvmze/ha1/7Bkym+ALYcI2qrK+vw4EDH8VtY7Mpi9C7Fo/Hje9857/DgqZeb8Att9yGOXPmorCwGOnpNmg0mgghV6lZUzeDKVzFMhLqxu/3pWQcWY6MkD527Aiam2PX+QeAf/u3LwzCPHq+CzQ6PiJK83pTUTEJBQVFqK+vhSRJ2Lp1C+64oydSsampEadO9RjbrlkzclzPlTJ9eqSBWl1dDRU1e+Pz+fDmm2/ilVdeQV1dqLbDtYJksl8Ysdr37vfMmTM4e/YsfvjDH2L16tXYsGEDpk69McKEKZSB0HjlNAI+ZWnjaelZsOWOiTjmPnZEsbEOo1LBvGhJxN+sz+2EvT6euRBBuz+UxiFBhqiN//VU4TaABwPDtBkJ5+OvuoKuPbsUzb0bdV4eLMtWKFpQByUBW2o+hD2BqOgKutHh70lVUSpo6ngdluTPR56xb1FsR8CJLTXbQ2Jwklg1FqwqXgqjqmexL8gi9vQz4hMASsxjsCBvDnh2dJdsJoRAdjZBbrkMyX4ZJDjwVBmlMAZLqEZmdilYvWXIxqVQKBTK4FOcVojbtek43X4Obf4O+MTUiA8DQiYgUhCQOYAfoCEgx4PhVMAAtA8dr0OGNh2VtrJhL2h2M2XKtLCoGQwGcO7cGcyePec6z2r48a9//ROdnaGIQ5MpDb/97R9RGKeevteb/PpYCUZjpOB8bWRkLFyurrjnr43k/N3v/oSysorkJpcCEs2DEAKvOxi1bmM0OJ6FSjW0EcNKWLPmZvz+978FEHKz7y1qbtmyKawzTZgwEWPH3nhlD222yIy6gZYtuF6k/Kmzs7MTL730Ev7617/C5XJFCI5KRMlk6O7v2ppyhBCIoohNmzZh06ZNmDZtGu655x4sW7asX+NQKCOdgM+d0JwnDAOMqZwb8XcldLTDfeyo4vFMc+aCu+ZmX3vhSNyNe7fgRUAMhKI01YgbpWkRVCj0a6HKzoY6N/5uUrCpEY5tW5MKGuDT02FdfRMYBYWrg1IQ79dsTxgl6RW8aPW194zB8Mg1ZkPFxhc0C035WJQ3F1q+b/2fRnczPqzb1S+H8wJjHpYVLIwQVN2CB9tqd6G9ny6hs7KnYZKt/IZKzUgGQghIlz1UI9N+BSQwOAvpaDB6c7hGJmvsX/QDhUKhUEYGRrUBc3NnJm44yBBCQIJeIODFgKMzOTUYrREMNzo3Ra+NymxvTz77Zrhw99334O677xmUvg8e3B/+/x13fDquoAkAra2DU4NWo9HCYrGERaCammpFZkE1NdVxz+v1emi12nAkareAO1DefPOdpNonmocQlBQLmgCg1amG5fPBmjVrw6Lm2bOn0dBQH66pumXLpnC71atvvChNAH1KOCSqNztcSdldw+1246WXXsKf/vQneL3esFB57Yf3WgEzLy8PEyZMQE5ODnJycpCVlRU2BtJoNBBFEX6/H36/Hx0dHWhpaUFLSwuqq6tx6dKliF8EwzB9BE4AOHr0KO677z5MnToV3/jGNzB37txUvW0KZURQc/Zw3LTv3mQXToAhrVcqsiyH0s5lZYtVdU4O9BWRTo9uRys6mmpjXkNAwhGMEguIqvjRkZNdRjBgYJw+I+4NUuhoR8fmTSAK3zsAcEYj0tfeAlajSdg2JGh+GCFWRsMvBq6mpYd+hiFBMweqONGMHMNhdvZ0lKWPj/oeL3Rext7Gg/1yOC+zjsfcaxzOW7yt2Fa3C34x+YhCFavC0oKFKDTlJX3tSIcQArmrFZL9EqSWyyD+gTsyKoXRmcBllYDLLgFjzBiWi0UKhUKh3JgQMRi65w00DZ5hQ4Z1Ku2ovo91dUXWaOxtjELpoaWlOfx/JRGMp071rxakEiZOrMD+/XsBAEeOHMLtt38q4TWJnM8BoLJyMg4fPggAOH36FObPXzSwifaTWPOQZQK/X/nfvUbLg+MGVkpisCgoKER5eSXOng15Rrz//kbcddd/4OLFC6iqChkesSyL1atvup7THDR6mzoBgNV6fUzVBsqARU1CCF577TU899xz6Orqiipmdh/TaDSYNm0a5s6dizlz5qCsrKxP6HYyyLKM6upqnDx5Evv378f+/fvR0NAQPt89h+7ozWPHjmHDhg1YtGgRHn30URQXF/d7bAplpNBpb0R7U7WitpxKhcKJ0yOOeU6dhGBXuMvJsTAvWdpnUVp7Pn6UpzPQdbU2VOIozdyABhmCGnx6OjRxdmcllwsdG98DCSo3YmG1GqSvuxWcIXGqUkAK4v3qbWhLENUYlAQ0e1pAkhA0tbwWNxevgFVr6XNuoA7nc3JmoCJ9YsTvaCACaZrahJVFS2DRjJ56jYQQiM5W+JovwVd3HoHO+KJ2KmE0hh7X8rSsUf0ASKFQKJShh8gySMANCCkoq6LSgtEYB1w780bg+PFIsSsnp2/JIUrIRDgZNm58d5BmAsyfvyAsau7duwttbW3IyIhtkFlTU61I1JwzZ15YTOwW2Yba7CnePPw+4WoR3cSwLAu1ZnhHX69ZszYsam7Zsgl33fUfEQZB06fPREZG5vWa3qCydev74f9rNBqMHz/xOs6m/wzoDnLkyBF84hOfwBNPPAGn0wlCSDhasltINBqNWL9+PX7xi1/g4MGDePnll/GVr3wFs2bNGpCgCYT+SMaNG4ePfexjeOqpp7B161Zs2rQJDz74ICorK8Nz6J5T97x2796NW2+9FT/96U/75ZpGoYwUiCzj/LH4hbp7Uzh+GlTqnp1h0dUF96GDiq83zZgJ3hJp0OVoa4SzLXZhaolIcAScofF4FmKcezZDGFS6Qt8b8aI0Zb8fHZv+BdmjPP2X4XlYb1oH3mJJ2NYvBrBZgaApyiKaPC2Qr4qFPKtCXgJBk2d5rClaFlXQFGUR2+v39EvQ5BkeKwuXoNJWFv65yUTG/qbD2NO4v1+CZr4hF+vH3TRqBE0S8ECsPorA/tfRuePP8Fw4AMnrGPRxGbUOfEElNDM/Bs3Cf4Nq/AKw5mwqaFIoFAplyAilmvtBPB0DFzRZDozeAlaXRgVNhIx1eotvNlvGiBUXBpveNQBPnoxvaLlt2weKRMT+smbNOmiuZnYFAgE888wP+hj0dCMIAp5++qmY53uzfv3HodOFzDYbGxvwyit/SN2kkyDaPARBgigoz4DT6vlhv15dtWpNWDSura3B2bOn8cEHPWLf6tU3X6+pDSrnzp3FP//59/DrOXPmhz/PI40B3UU++9nP4ty5c1HFzNmzZ+MnP/kJ9uzZg6effhqrVq2CWj3AwtEKGDNmDL785S/jrbfewubNm3HXXXfBarX2iSAVBAG//e1v8dJLLw36nCiU60X9lbNwOZRFkemMZmQXl4VfE0Lg3LkDROGOKJ+eDsPUyChPQgjqEkRpdgYckEnoBp/I8XycTweTxINLS4M2RrFmWRDQsXkjxE6HonkDoTEtq1ZDnZ2dsKlfDGBzzbaEdSclWUKTpwUSCf38VKwKeYbsuAY6LMNiVdFS2HR9Q/99oh+bqreiuit2Gn8sdLwOa8euQlFaQcT7eL9mO850nE+6PwCotJVhVfFSqLnB/16/nhAiQ2qvRfDEZvj3vArh8n4Qj2PQx2VUWnD55VDPWA/Nos9DNXExWEvusF8YUigUCuXGg0giiNcJ4u8CSPKboD0wgMYAxpAOZqCGQjcAoihi69Yt+NrX7oHP12P49PnPb6D3+xhM62UQ+tZbf8Xly9FNSPfv/whPPfW9QZ1LWloaNmz4Uvj1rl078O1vfysiRR4ICWUPPfQAjh07AouC4Im0NDO+8IUvhl+/9NIL+P3vf5swStXlcuGNN/6C//3f/0nujSQxj5d+90LCebjdLrz9zzfxo6e/B54ffuZA12K1pmPWrJ7yhD/96dOw21sAAGq1BsuXr7xeUwuzaNGs8L8nn/xezHaPPPJfOHz4YELPmkOHDuChhx5A8GpGI8Mw+OIX/yOVUx5SUhIL3C1mqtVq3H777bjrrrswZsyYVHQ9IIqLi/Hwww/jwQcfxMaNG/G73/0OFy5ciKi92V+TIgpluCMEA7h4QnmU5ZjKOWB77Zb7Ll5AsFc5h7gwgHnJsj677R0ttXA7Yhc6D8pBdAVCNYREDQ+JjX2TVMksytyhtHDj1GlRd/aJLMOx7QMILS3K5n0V85Kl0BYlLkfhE/3YXL0NnQFH3HYykdHstUO4auCjYlXITSBoAsCS/AXINfQVVlPtcN7pd2Br3U64gsnXf+QYDgvy5qDUMjbpa0cSxO+G2HQeUuPZIauTyfBqsFnjQmY/1nwavUKhUCiU6wo1AhoYly9fwoMPfq3PcVmW4Ha7UV19pU/W4LJlK3D77XcM1RT7cPDg/qhzjseSJcvw8Y9/cpBmFMnHPvYJvPbanxAIBOD1enDvvV/E7bd/EtOnz4JOp0NLSzN27vwQO3Z8CCAUbfjOO/8YtPl85jOfx5Ejh8IGRrt2bcfu3TswblwJzGYLOjraUV1dBSDk1n7//d/AE098FwDA87HNQj/3uS/g7NnT2LHjQxBC8Pvf/xbvvvs2Vq26CZWVk2A2WyBJErq6nLhy5TJOnz6JI0cOQRRFVFRMStn7u3Yer/7599j8/rtYumQVJk6sQFqaGZIkwe3qQnVNFc6dO4UTJ4+mfB6DzZo1N4dLCZw502Ouu2DBoj5O8PH40Y+ewObN7yVs85Of/KDP8W3b9ioeJxYHD+7Hhx9uRU5ODubNW4jx4yciKysber0Bfr8PtbU12L17R7isQDf33fe1ER0dnpKamjqdDp/97GexYcMGZGYOv3oDKpUKt912G2677TZ8+OGHeOGFF3Ds2DG6A0a5obl86hCEoLL0oPScQlgyekxeJK8XXR/tUTyWYdIUqLOyIo7JspwwSrPbHAgAfHz8xXKZxwA1YcEa9NCNn9DnPCEEXbt3IVBTo3jeAGCaPQf6iWUJ2ykVNAkhsHtbEZACAJQLmvNzZ2OsuW+N0FQ7nNe66rGjfu/VGqbJoeN1WFG4GFn62PWCRjJEliF31EJqOAOpvXbAz2+K4FTgssaGhMz0AjDs8N/RplAoFMqNT8gIyAXIylNNo8KwYDRGQKUZdc9eLlcXDhxQVgZKpVLh3/5tA77whbuvS/3EbtraWtHWlpxjeHHxmMGZTBQyMjLxX//1CJ588nsghMDn8+K1117Ba6+90qft1KnT8Z//+V+DKmryPI8f/OAZPPHE/2L79m0AQs8C10aQ5uTk4oknfgyHo+fZJ14pPoZh8NhjP8Bzzz2Dv/3tDQCA3d6C11770yC8i9h0z+PnP3sGf/9HaB6trXa8+dZrQzqPwWbx4mURbu/drFmTnOu5KIrh6MdYSJIEKQkT2/7Q3NyMf/zjrYTtVCoV7rnnq/j0p/9tUOcz2AxI1OR5Hp/61Kdw//33xy2KO5xYvnw5li9fjvfffx/PPvvs9Z4OhTIoeF2dqL+srO4iy3EoLp8dcaxr7x6QgDKDHc5kgnHW7D7H2xouw+d2xrzOJ/rgFUKpNqJeAxmBmG0NEoexXl3o/5OnguH7fnW5jxyC99xZRXPuRl9ZCcO06Qnb+UQfNlZvhTPQFbcdIUCrrx1eMfS+QoJmDvgEQtW0zMkoSx/f5/iAHM7TJ2BuzoywwzkhBCfazuCIPX79oVhk6GxYUbgYBpW+X9cPZ2S/C1LjWUiN50AC3sEfkOPBZRSHhMyMIjAJBG8KhUKhUIaK1BoB6cBoDDTz4BoYhoFOp4fZbEFpaSmmT5+J1atvHrHOw0PNzTffAqPRhJ///Bk0NfXNKjOZ0nD77Z/CF7/4ZfBRnhlSjVarxRNP/Bj79u3Fv/71T5w+fRKdnR0wGk3Iy8vHihWrsG7dbTCZTBG1U81mS9x+eZ7Hgw8+jJUrb8LLL/8Ohw8fjCmGMQyD8eMnYMmS5Vi79tZUvj1wHId77vlPLJi/DP/3lz/i2PEjkGNsdjAMg5Jx47Fs+YqUz2Mw0ev1WLRoKT74YHP4mMmUhvnzF17HWSXPrbd+DB99tAc1NdVx22k0GqxcuQaf+cznMTZGSbeRBEMGkH9dVVWFsWNHbgqiJElobGxEYWHh9Z4KZRjS2emFKA7uLspgQAjB2QNb4HO1gmFCQlswEDsqL790Moom9tSn8VdXo/P9TYrHS7/lVmjyCyKOyZKEozv+jqAvero0AUGDuwlBKQjCMPCYeEhS7EjEOQ4z8gNasFoNMj/zObCqyDpMnjOn0bV7l+I5A4B23DhYVqxKuND2Cj5sqkksaAJAu68TzmBIyFWzauQassElEDQnWksxP3d2RPQCIQSH7cdxst8O5zNRaetJIRBkEXsa9qOqK7ko1m5KzGOwIG9OwmjTkQSRZcht1RAbz0LuqEs6KlOt4cKlV4IBBd8TLAfOVgQuuwRsRjEYLnbKEYVCufFITzeA41hIkoyOjuRLiVBubOz2esiyBJblkJVVkPiCQYAQAgh+kIBngHUzAbB8KNWc1s0cEBzHhtfykjTA38kNiCiKOH36JC5dugCPxwOz2YLc3DxMnz4TKtXwXGf99Kc/xltv/RVAKLX7vvuUp/q73W6cOHEMdnszurq6wHEcjEYTCgoKUVIyXlG9zv4Q8IsI+Hue0zweN06fOYHWVjvc7i6wbGgeubn5GDumFPmFWRElzShDR/d3htPZhQsXzqO5uQmdnZ0IBgPQaLQwmUwYM2YcJk4sG9S/kVTc03ieg9WqLJhmQE+oI1nQBEK7DlTQpNxodLTUwtnWBLUm8Z+3WqtDfsnk8Gs5EIBzz07FY+kmTuwjaAJAc825mIImALgFN4JSKBJUNOkgSbGj42xBNfICISc2feWkPoKmv+oKuvYkJ2iqc3NhWbZCgaDpxcbqregKuhL26Qh0JS1oFpsKMC93VoSgKcoidjXs65chEM/wWFq4AEWmnt+JW/BgW+2uhMZGsZiVPQ2TbOU3TMqY7HWGojKbzoMEfYkvGAgMA85WBDa7FFxGMX24o1AoFMqwhEhiKNU8zgazMhhAowej1t8w6wbK8IXneUydOh1TpybOuhoOBAJ+bN3a46o9efKUpK43Go1YsGBRqqcVF1mSIwRNADAYjJgze0HU9hqdigqaw4C0tDRMnz7zek9jyLhxwm4oFApkSULN2UOK2xeVzQLXq0i168A+yB5l6besToe0eX1vaKIQRMPlk7HnSGR0+B2hFxwLPycDcQLdJrmMYMCA4XkYKidHnAs2N8GxbWtSUXZ8ejqsa26OmsLeG4/gxSaFgqYr6EbHVdFQqaCZo8/G0oKF4fRwIJTmvrV2J1p9yhzre6PndX2c01u8rdhWtwt+MfkUMhWrwtKChSg05SVuPMwhsgi5tRpiwxnInY2DOxjDgE0vAJddCi5zDBheM7jjUSgUCoXSTwiRQ2VXgj4MuJA0rwajGV1GQBQKEIpyTiTiE0Lw7LM/hsPhABBy3J43b3inNhNC4Pcp3+jgOBZqNa0NTxl66F2HQrmBaKw6jYBXmVOzyZqJjLyeaOtAYyO8Z5XXpExbuAispq9g01R1BmIwdn1MZ7AL0tU6LILZADkQWzQs9GuRLoZEV31FBVitNnxO6GhHx6aNIEkUWuaMRqSvvSXqvHvjFjzYVL1VkTu4V/CFRUg1p0GuPiuhoJmutWJl0eKIdgNxOE/XWrGqaGlEvcuB1ONMU5uwsmgJLBpz0tcOJ2SvI2T603QBJBW1wWLBAKw1H1xWCbiscWBU2sTXUCgUCoVyHSFiAMTvTo0RkNYI8KPPCIhCAYBHHnkIJSXjsXz5KpSUlPY5f+7cWfzud7/Gvn097taf//yGIan3ORBEQYYoKn+O0OpU9DuAcl0Y3n9JFApFMUG/N26EZAQMMKZybvjGQ0QRzl07FI+lHTMG2ihFhYWAD01Vp2NeJxIRjsBV8yCeg5+NXeuTJQwqXFddATkWhslTw+cktxsdG98DSeAuF9GfVoP0dbeAMxjitnMHrwqaQmJB0y8G0OJtBUCg4TTIMWSBY+ILmkaVAauLlkHN9aQiN7qbsa1uF4QUOJzLRMbB5qM403E+6b4AIN+Qi2WFCyPmN5Igkgip9QqkhrOQHU2DOpbKnAV1YQW8ujww6hvPQIlCoVAoNx5ElkJ1M1NlBKQ1gGFouill9NLe3o5du3bgj3/8HYxGEwoLC2EwGOH3+9HQUI/OzsgSUPPnL8Qdd3zmOs1WGbKcXJSmWsOD4+n3AOX6QEVNCuUGoa2xCrIYWyTsTVZBKYxmW/i1+8hhSM7YTuW9YdQqpC1YFHUnruHySUhx5tDpd6Dbm0ywGiF7Y49Z6tVDL4cEQv34iWExUvb70bHxXcge5RGNDM/BetM68BZr3HauoBubqrcqipYMSgKavS0gkK8KmtngEizqtZwGN41ZAb1KFz52ofMS9jYe6ldEZUX6RMzOmR5OYfeLAWyv34MmT3PSfQFApa0Ms7KnRaTEjxRkdzukxnOhWpmicrE7aTgVuJxSWCpmQmvLhSTJ8FHTDwqFQqEMc1JvBGQCww9PMxYKZSjpXUPS7Xbh7NnoRp8cx2H9+tvxn//50LCPaAz4BSj1k2ZYBhotlZUo1w/66aNQbhCcbcpqBXK8KsLtXGhvg/v4McXjpM2dD85o7HM84HOjuSZ2dGBACoTTuYmKR4CNne6kkVlM8FyNfGMAw9RpoetEER2bN0LsdCieLxgGllVroM7OjtvMFXRjY/VWeBQImqIsotnTApkoFzR5lsfq4uVIU5vCx47ZT+Joq8Lo2muYmzMTFb0czjv9Dmyt26koZf5aOIbDgrw5KLWMLPM3IgmQWi5DajwD2Wkf1LHYtExw+RXgskrA8GqoLPEjfikUCoVCGS6kzAiIYcCoDYBaN+xFGQplqPjJT57Drl3bceTIIVy6dAF2ews8Hg8YhkFaWhry8vIxbdpMrF17K4qKiq/3dBMiChKEoPKyFDqadk65zlBRk0K5QVCa+lMwfipUmlCkIJFlOHdsBxTuxKlzc6ErK496ru7icRA51s4/Qbu/M/xKzDBD6opthlPuNkJFQu9HW1IK3mwGkWV0bt0CoaVF0Vy7MS9eAm2CBURX0IVN1VvhERKbJEmyhCZPC0QiQsNpkGvIThjZyDIsVhYuQUYvE5/zHZf6JWjyDI9lhQtRaMoPH6t11WNH/V6IsrJI3d7oeB1WFC5Glj4j6WuvF7KrFVLDWUgtF0HEgTq1xobh1eByxoPLrwBrtCW+gEKhUCiUYURqjYA0YLRGMAnqhlMoow2j0Yi1a2/F2rW3Xu+pDBhRlOH1KF9bq1QceBX9TqBcX0aEqBkMBvHBBx/g4MGDOHHiBNra2tDV1QVCCNLS0pCRkYEpU6Zgzpw5WLVqFdTqkVkLjkIZCFpDWuI2xjTkjCkLv/acPAGhrU1R/wzHwbxkadSdOK/Lgdb6SzGv9Yi+sAM30aoRILFvliaRR7Gvx2jFOHU6CCHo2r0LgZoaRXMN9zV7NvQxRNhunIGQoOkVEwuaMpHR7LVDkAVoOS1yDFmKUrWX5M9HnjEn/LrR3YyPmg4mfgPXoOf1Vx3OQ2n0hBCcaDuDI/bjSfcFABk6G1YWLoZeNfzrQRIxCKnlEqTGs5C7Wgd1LNacfTUqcxwYjqbWUSgUCmVkQQgBxACI3wMQagREoVASI4kyvJ4glG6AMAwDjY6ukynXn2EtasqyjBdffBEvv/wyOjtDUV7X1nbw+/2w2+04e/YsXn/9dVgsFmzYsAFf+tKXwHF014AyesgdW4HmmrMgcowbEQOMrZwL9uoOu+h0wn1IubBmnDkLvNkS9VzdhaMx738EBB3XRmk6Ygupk11GsAgtmjVFRVDZbHAdOQzvOeXO7ACgr6yEYdqMuG2cgS5srN4Kn+hL2B8hBHZvKwJSIClBc17OLIw190SKOgJOfFi3CyTJiIlrHc4FWcSehv2o6kpO6O2mxDwGC/LmgGeH722AEALiaoXYcAZSyyVASj4SVSmMSgMudyK4vHKwhvi1VykUCoVCGa4QSQQJuIFU1JdW68BoqBEQhXKjI0lXBU2F2XsAoNHyYFm60UG5/gzbp9mWlhZ89atfxenTpyOEzFg7hN1tOjs78bOf/QwffPABfvGLXyA7QR09CuVGQaMzoHTqYlw6vjtqGvjYijmwZOQBCP29OHftAJGU7d6rMjJgmDI16jm3oxUdzbUxr3UFXRCu1nAiei2CshDzhpkV0CA7qAm/Nk6fgUBDQ1LiKwBox45F2vyFcSMKHAEnNlVvUyhoAq2+dnhFX1KC5tTMSSi3TQi/9ol+bKnZHvoZJMG1DuduwYNttbvQ7u9IcGV0ZmVPwyRb+bCNuCBiAFLzxVBUpit2mYJUwFrzwOeVg80aC2YYC7wUCoVCocSDEAIS9AIBLwacas5dNQKi2QoUyg2PJMnwuoOKjYEAgONZqNQ0gIwyPBiWT3AdHR3YsGEDqqqqAPQImYSQuH9svdudPHkSX/ziF/Hqq6/CaqVRN5TRQUbeWGj1JrTUnoff1QqO56E3WWDNnQiTNTPcznf+HIKNyoyFwDAwL14Khu0r4hFCUHPuSMxLZSKjw+8IvxayLBDbYxm6MJjk7jEgUufmQmXLQOtbbyibZ6/rLMtXRp1vN46AExurt4ZT4hPR6e+EW3BDx+uQrc9UJGhOsJZgeubk8GtJlrCtdqciZ/XeXOtw3uJtxba6XYrn3hsVq8LSgoUoNOUlfe1gQwgBcbZAbDwDyX4ZUCi49wdGrQWXWwYurwys3jJo41AoFAqFMhQQMRgyApIHmmpOjYAolNGE3A9BEwC01ByIMowYlqLmY489hqqqqgiRkmVZTJ06FRUVFSgoKIDBYADDMPB4PGhoaMCZM2dw/PhxSJIEhmFACMGVK1fw+OOP46c//el1fkcUytBhtGTAaMlAeroBHMdCkmR0dPQIaZLXg659HynuzzBlKlSZmVHPOdua0NXeHPPazoATMglFjcomfShiM4aZ0BifFmax5yvJOG0G3MePQnI6Fc+VT0+Hdc3NYPjYX22dfgc2VW+FXwoo6tMR6IIj6ExK0Cw2FWB+7uyI77A9jfth9ymrX9rNvJxZEZGeFzovY2/jQRDEMmSKTZrahJVFS2DRmJO+djAhgh9S0wWIjWdAPI5BHYu1FYSiMjPGUKMDCoVCoYx4iCyBBDyAkPxGZx+oERCFMqqQZRkeT/KCpkarAsfRkhSU4cOwEzWPHz+OzZs3h4VJnufxhS98AXfddRcyMuK783Z0dOD3v/89/vjHP0KSJBBCsGnTJtx1112YMmXKEL0DCmV407V7N0hQWZ0lLi0Nppmzop4jhKD2fOwoTUEW0BXsCr8Ws6yQWqMLoDxhUO42hF+rMjLAGo1wv39U0TwBgDMakX7zOrAaTcw27b5ObK7ZhoBCQdMVdKPD33FV0MwCq2BHMlufiaUFCyPEz+Ntp3HZWa1ozG5WFi5BUVoBgFDE68HmozjTcT6pPrrJN+RiWeFCqLnhYaJGCIHsaITUeBaSvWrgkSVxYDT6nqhMXWIzLQqFQqFQhjuEEEDwhQTNJAWJPjBcSMxUxV4/USiUGwtZJqEIzVheDDFQq3moNXTjgzK8GHai5nvvvQcgdLPWarV48cUXMXv2bEXXpqen46GHHsKyZcvwpS99CYFASLj417/+RUVNCgWAv+oK/NVVitublyyNGfXY0VwDjzN2vcMOvyO88yebjRDFQMwanhM8Bmjlnhukfup0dO3ZBUjKIhJZrQbWtbeAMxpjtgkJmlsRkJQJul7Bh1ZfO/S8Hln6TEWCplVjwaqipeB6RTlccdbgqP2EojG7mZczKyxo+sUAttfvQZMndkRsPCptZZiVPU1RhOlgQ4I+SE3nITaeBfEqj8BNGgbgbEXg8irA2oriliKgUCgUCmUkQUQBJOBKjXmeWg9Go6dGQBTKKKJb0JSTFDRVag4aHU/TzinDjmEnau7btw9AqD7m/fffr1jQ7M2sWbNw//334yc/+QkYhgn3SaGMZuRAAM49uxW315eVQ5OXH70vWUbthdhRlH7JD0937UgmFKUp2puittVJHEo8+vBr3mIBRFFxzU+G42C9aS1UcWrntvk6sLl6G4KyMkHTLwbQ4m2FntcpFjSNKgPWFC+PiIa0e1uxuyG575/y9AnhlPNOvwNb63bCFXQn1QcAcAyHBXlzUGoZm/S1qYQQArmzHlLDWUitVQOPKIkDozWAyy0Dn1cORhtb4KZQKBQKZaRBZPlqqnlig8OEcKpQdCY1AqJQRhWyTOD1BCHHKAcWC5WKo3U0KcOWAYualy9fRnFxMfg4NeySwW7vMRG59dZb+93P+vXr8ZOf/ASEELS0tKRiahTKiKZr30eQvV5FbVm9Hqa582Keb2u4DL+7K8ZZgnZ/Z/iVbE2DKAZBxOgRBRVuI3j03CB1FZVwHVBe89M4cxbU2Tmx5+prvypoKnMcD0oCmr0t0PFaZOszFd28tZwGa4pXQK/ShY+5gm5srd0JiShPrS4w5mFOzgwAQK2rHjvq90KUk4/E0PE6rChcjCx9/JIdgwkJ+iA2noXUeBbE5xq8gRgGXEYxuLxysLZCGm1CoVAolBuKUKp5ACTgBkjyNbUjYFgwGgOg0lJxgkIZZRBC4PMEISvMhOuGV3HQ6qmgSRm+DFiJ3LhxI/71r3/hu9/9LubNiy2CKMXt7olISk9P73c/vR3PPZ7k3IYplBuNQEMDfOfPKW5vXrQ4Zm1KWZJQd+FYzGvdghcB8WrNSpaBkGWF2Bw96tIiqFDo7xmHMxohtrdB9ikreM+np8MwZWrM83ZvG7bUfKhY0BRlEc2eFug4LbIUCpo8y2N18XKYNabwsaAUxAe1OxSbEQGh1PVlBQvBgMHx1tM4Yj+u+NreZOhsWFm4GHqVPnHjQYAEfRBrjkJsOD24DuY6E7i8cvC5E0MPaBQKhUKh3GAQSQTxuwGFpXPiotKC0RhpSRYKZRRCSChCU0pW0OQ56KigSRnmpCS8sqqqCnfddRfWrVuH//7v/0ZmDKdkJaSnp4cjK2tqajB+/Ph+9VNdXQ0glMZujZOWSqHc6MiCAOeuHYrba8eNg3ZM7JTl5ppzCPqjR3wSEHT0itKUbGbIwQCIEF1UnOwygukVpakuKITv3FnFczUvWhJzcW73tuL9mu0QFAqakiyhyWOHhtcgS5eh6ObNgMXKwiXI0PVswMhExva6PXAElNeM1PJarCpaCjAMdtTvRVVXjeJre1NiHoMFeXPAs0NfWYQEfRBrj0GsP52aOl/RYBhwmWPB5ZeDtRbQBRaFQqFQbkgIkUECXiDoAzDAsi0sH0o154eHWSCFQhlawoKmmJygyfEsdAYqaFKGPynbqiOE4L333sPatWvxyiuvhA1CkqWgoCD8/1deeaXf8+l9be8+KZTRRsdH+yB1xUoVj4RRq5G2YGHM86IQRMPlkzHPOwNdPenSHAsx0wrB0Rm1bZ5fgwyhZ4HNaNUINimrowmEan6qc6Knnbd4W7G55kPFgqZMZDR77VBzKsWCJgAsKZiPPGPPHAgh2N90GA2e6PVDo8ExHFYVLgUYYGPVB/0WNGdlT8Pi/PlDLmiSoA/CpX3w7/0zxJrjgyJoMnozVKXzoF3071BPXgMuvZAusCgUCoVyQ0KEAIinEwh6MSBBk2FCkZkGKxU0KZRRSijlXEhe0ORY6A1qut6mjAgGLGqq1aGbZPcH3u1246mnnsInP/lJnDiRnOMvACxZsgRA6A/wjTfewB//+Mek+/j973+PN954o0+fFMpow9/Sgs7DRxS3T5s3H5w+dipvU9VpiMHoKdUSkSKiE6UMSyhKM9C3PUMYVLojjVx4Yxokp7LoRlanhWnO3Kjnmj12vF/zoeJalIQQ2L2tULF8UoLm3JyZGGcujjh2puMCznVeVHR9N4vz50OGjHcub0K7vyOpawFAxaqwqmgZJmdUDOnCgwh+CJf3w7/3NYg1x1IvZrIcuJxSqGesh2bep8EXTwOj1iW+jkKhUCiUEQiRZUASQXxOQB5g+RZeA8aQftXZnIoSFMpohBACn1eAKCb3fcJxLPRGKmhSRg4DDun50pe+BLVajeeffx4ejwcMw4AQgjNnzuDTn/40PvWpT+Gb3/wmzGazov7Wr1+PX/7ylxAEAYQQ/OhHP8LWrVtx1113YeHChdDEqPMXDAaxa9cu/OEPf8Dhw4fDx9VqNW677baBvk0KZcRBJAnNm7dA6S6/Oj8fuollMc8LAR8aq87EPN/pd0C+WsCe8BykTCvEpoaobcf5dDBKPV8/hCEQ2tsVzRMA0uYtAKvV9jne7GnBlpodEIlSQRNo9bWDZThk6myKb95TMipRYZsYcazO1YADzYdjXBGdGVlTIcgCNlbtBUHyxf/T1CasLFoCi0bZ92sqIIIfYu0JiHUnAUlZJGwyMAYL+LwKcLkTwKj6/o4pFAqFQrmRILII4usKZbkNdPOO5ULRmaroz0sUCmV0QAiB3ydAFJITNFmOhY5GaFJGGAMWNVmWxYYNG7Bu3To89dRT2LRpU/iPQJZlvPHGG9iyZQseeughfPKTn0zYX15eHu666y688MILYYH00KFDOHToEFQqFcaOHYv8/Hzo9aGdR6/Xi4aGBlRVVSEYDBXR7k59ZxgGGzZsQF5e3kDfJoUy4ug8fASB1lZFbRmeg3nx0rg3sPrLJyHHcDAPykF0BXscrqUsK+RgALK/r+GPSmZR5u6JBiWEXK2rqVx81Zb2rbXb5GnBB0kImgDQGQilxicjaE6wlGBG1pSIYx3+Tmyv36N4XAAotYyFKIvY07g/qeu6yTfkYlnhQqi5oUkpI2IAYu0JSHUnQMQUi5kcBy6rBHxeBRhzNl1IUSgUCmVUIHU0QDi/E8RSDGjTBtATA6h1VyMzqREQhTKa6RY0hWCSgibLQG9Qg2XpOpwyskhZ8bWsrCz87Gc/w549e/D444+jpqYmLEp2dnbi0UcfxVtvvYXvfe97mDBhQty+HnjgAVy8eBHbtm0LP9wSQhAMBnH+/HlcuHAhon3v+p0Mw4THXbFiBb7+9a+n6i1SKCMG0eFA1z7lYplx1mzwabEX036vCy01sd3Te5sDEbUKss0Mobk5atsyjwFq0rPgln0+sBo1GE7B1xHHwrxwcR/Rq9HdjA9qd0Aiym/ezkAXJFlKStAsMhVgft7siPZewYcPancoTncHgGx9JtLUaf12OK+0lWFW9jSwQ/Dg0iNmngQRU+C+2gvWmA4uvwJczngwPI0qoVAoFMrogAQ8EC59BKn5UuiAZQCdceqQEZCSdRSFQrmhIYQg4Bf7J2gaNVTQpIxIUv5EvHDhQrzzzju4//77I+ptEkJw5MgRfOITn8APf/hDeDyemH1wHIef/exn+PSnPw1CSCiS66pY2Vvk7B2R2VvMJITgM5/5DH7605+CjeGMTKHcqBBC4Ny1A0RhjUNVZiYMk6bEbVN/8TiIHD2S0if64BV84ddSdjrkoADZ2/dv3CBxGOftSa0ikgQiBhUvxI3TpoO3WCKONbibkhY0XUEPgpKAjCQEzWx9JpYWLIgQEgVZxNa6nfAI0d3go2FSG1FiHtMvQZNjOCzOn485OTMGXdAkYhBC1WEE9vwZYtXh1AmaHA8urwya2Z+Aes4d4AsmUUGTQqFQKKMCQmSI9acQ2Pd6j6DZXxgWjC4NjN5MBU0KhQIACPhFBAPJ1blnWAZ6I43QpIxcBuWpWK1W4/7778c777yDxYsXR4iSoiji5Zdfxtq1a7Fx48a4fXzve9/Dyy+/jEWLFgHoETJ7R2Zee2zx4sX405/+hO9+97thUZVCGU34zp1FsEmh+zbLwLxkKZg44r/X1YnWhstRzxEQtPeO0tSqIVtNEB3RDW8muYxg0XPDFDs74hoT9YY3m2GcOj3iWL2rEVtrdyYlaHoFHwJSABm6dMWCplVjwaqipRHO4oQQ7G7Yhzaf8lqgalaFqRmTsC/J2psAoON1uHnMSpRaxiZ9bTIQMQih+jACe1+FeOVgysRM1pgOVdmSkIN5+TKwaVk0zZxCoVAoowa5y47gwb9BOL974PdWtQ6MMR2MSkvvpRQKBQAQ8AvJC5oMA4NBTQPBKCOaQd3WKyoqwosvvojNmzfjBz/4AZqbm8PRlHa7HQ8++CDefPNNfPe730VRUVHUPubOnYu5c+eipaUFhw4dwokTJ9DW1gbnVZdks9mMjIwMTJ48GbNmzUJOTs5gviUKZVgjud3o2v+R4vbGKdOgsmXEbVN34WjMcpduwY2g1LMwl3JskAUBktvdp60tqEZuoCciT/b7QWQZDK9SNNe0xUvA8D1fWXWuBmyr2xU2J1KCXwzALwZg01oVPwQYVAasKV7Wp3blEftxVHfVKh6bAYvZOdNxoPlwUnMGgAydDSsLF0Ov0id1XTIQMQix/hSk2uMgQnSH+/7AGKxQjZsFNnMcffCiUCgUyqiDiAGIlw9AbDittHx4bDjV1VRzZWsnyvWloaEemzb9CydPHkdNTTVcri4IggCdTgebLQP5+QUoKRmPiopKTJ8+C0ajMWo/3//+d/Hee+/EHYvneRiNRmRn56K8vAIrVqzG9OkzFa297r//yzh27Ei/3iMAPPfcbzBjxqw+xz/1qfVobo4daKHRaGA0GpGfX4jy8kqsXn0zysrKUz6/aKxdeyu+/e3vpbTP60nALyLgT17Q1BvVYDkqaFJGNkOSq3DTTTdh8eLFeP755/HKK69AkkJRVYQQ7NmzB7feeiu+9KUv4d57740ZXZmdnY1bbrkFt9xyy1BMmUIZcRBC4NyzCySozMSFN5thnDEzbhtXZys6muuinpOJjA6/o2d8vRZymgFiqz1q+8ku41VDoNBchTY7VFnKNiF04ydAk5cffl3rqse22t1JOYYHJQEBKQCr1qxYXNNwGtxUvLyPmHix8wpOtMV2go/GzKzJONZ6GkE5OZOdEvMYLMibExElmkqIGITUcBpizbEUi5kWqMbOAptVQsVMCoVCoYw6CCGQWi5CvLgXJNjXODEpGBaMxgDQyMwRgcvlwvPPP4uNG9+NyDDsxu12w+12o6amGnv37gYQKr/2pS/dh89/fkO/xhRFEQ6HAw6HA+fPn8U//vEWpk2bgUce+S7yeq2hhxOBQACBQADt7e04ceIYXn/9z1iwYBEefvhR2BIEXVB6CAZEBPzJPV90C5ocFTQpNwBDVoBFr9fj4Ycfxsc//nE89thjOHLkSPimHAwG8etf/xrvvPMOHn30USxdunSopjVqCAQCOH/+PKqqqtDZ2Qmv1wuVSgWDwYDs7GwUFRVhzJgxUKkGZ+e3o6MDZ86cQU1NDdxXo/iMRiOKi4tRUVGB9PT0QRl3NCHY7QjU1Chub16yNCLy8VoIIag9H3tX1BEMGe10I+baQEQJksvVp22hTwur2PPZkpwOMLwKrIISEYxGDdO8+eHXNV11+LBuT1KCpiiLCMpBpKlNih8GeIbH6qJlMGsiDZSaPXbsaTygeGwAKLdOwJWuWniE2LWEozErexom2coH5QGGSAKk+m4xc4APW73oETPHUQdWCoVCoYxKZE8nhPO7IHc2DrwzlRaMxgCG5QbeF2XQcTgceOCBe3DlSmTpJrPZjIKCImi1Oni9HtjtLWhvbwuflyQJra0tCfs3mdJQXl7Z53gg4Ifd3oKmpp7P3LFjR3D//V/Gb37ze2RlZSuaf0ZGJsaNK1XUtpu0NHPCNvn5BcjPL4w45vf70NBQh/b2nlJOe/fuxgMP3Itf//qlcL8VFZVQq+PXXz979jRcri4AsX9GvUn2PQ5XggERfl9ygiaYkMs5FTQpNwpDXlV64sSJeO211/DWW2/hmWeeQUdHRzglva6uDvfeey9WrVqFRx55BLm5uUM9vRsKv9+PTZs24e2338bhw4cRCMSPwtJoNKioqMCcOXOwdOlSTJs2DRzX/wVUMBjEO++8g9dffx0nTpyIulMJhHaKpk6dijvvvBO33XbboAmrNzrec2cVt9VXVECdmxe3jbOtEV3t0R3MRSLCGXCGX8smPYhRD7G1Fbjm98wSBhXunnQaIooQOjqgyVe2a5w2dz44XchcqLqrFtvr9iYlaEpEhihLMPB6xeIgAxYrihYjU2+LOO4MuLCtbmdS4xca8+EMdEU4xCsZf2XRYhSaUr+zTiShJzJzoJEjvWD0ZvBjZ4HLLqFiJoVCoVBGJUQSIFYfgVhzrM96KGlYPpRqzlOPgJHED37wWISguWDBYnzxi/+BsrKKPm3b2lqxb99efPjhVhw8uE9R/yUlpXj22edjnq+rq8WvfvVz7Nq1AwBgt7fgueeewRNP/FhR/7Nnzx2UtOw1a9bi7rvviXruxIljeOaZH+Ly5ZB5Vk1NNX7721/hoYf+BwDwla98PWH/vVPUE/2MbhSEYD8ETVwVNHm6VqfcOFy3T/MnP/lJbNy4EXfccQcARLiXf/DBB1i3bh1efPHFcKo6RTmEELzxxhtYvXo1Hn74YezduzehoAmEojmPHj2KF154AZ/97Gdx6NChfs/h8OHDuO222/DII4/g+PHjMQXN7vkeO3YMjzzyCG677TYcOZLamimjBdnTt45lNFiDAaY58+K2CUVpHo15vsPviPidSjmhKE2xy9mn7XivHnq5RxwX2lrBabVgNdqEc1VlZ0M3sQwAUOWsxfYkIzRlIoMQAg2nTiracUnBPOQbIzdV/GIAH9RuR0BSXtw/XWsFz3Jo9EYXh2OxOH9eygVNIokQa48jsPc1CBf3pUzQZPRmqCpXQDPv/4HPGU8FTQqFQqGMSqS2agT2vQ6x+ujABE2GATQGMAYrFTRHGKdPn8KePbvCrz/2sU/gxz/+aVRBEwhFRd5668fwzDPP4f/+729YvHjg2YqFhUV48smnMX16T4mpXbt2wOl0DLjvwWLKlGl4/vkXIqJJ3333bXgUPtuMRoSgBJ83WUET0BtU4KmgSbnBuK6faLPZjO9///v4y1/+grKysrBLOgD4fD48++yz+NjHPoaDBw9ez2mOKNra2nD33Xfj0Ucfhd0evbbhYPPmm2/iC1/4AqqqqpK+9sqVK/j3f/93vPXWW4MwsxschVG15sVLEqZ9tzdVw+OM7uodkAJwB3sWGbLFCKLXQnQ6+iziNTKLCZ6eepSSxwPJ7QZntSaeKMvAvHgpGIZBlbMWO+r3gCRRYZ8QAp7lwTFsUoLmnJyZGGceE3FMkiV8WLcbXcG+qfWx0PN6ZOkzUJWEmRAQSjkvsYxJ2E4pRBIh1p1A4KPXIFz8CCToS0m/jC4Nqorl0Mz9f+BzJlAxk0KhUCijEtnvQvDERgSPbwLxD1CEYVgwhnSwGgOtnTkC2bVre/j/Go0GX/1q4gjDbvLzCzB7dvygA6WwLIs77/xM+LUkSTiXREbX9SAtzYz/9/8+G34tiiKOHz92/SY0jBEECT6v8iCLbvQGNXgVLWNBufEY8vTzaEydOhVvvfUWXnnlFTz//PNwu93hqM1Lly7h3//937F+/Xo8/PDDsNlsiTscpdTU1ODuu+9GXV10Yxegxy3eZrNBFEW43W7U19fD6/WmZA5vv/02Hn300ZiRmfn5+cjPzwchBPX19Whq6uuIJwgCvv3tb0OtVmP9+vUpmddoQDeuNGFNTW1JCbRFxXHbyLIccjyPCkF77zRqhoGYYwORZYjOvlGa5W4jeBISu4gsQ2hrBavVgr2aTh4Pw5SpUKWnwxFwYlfDR0kKmoCO18IvBZJ6KJiSUYFK28Rr+iL4qOkgmr2J6xx1wzM8xqUV41RHcgvIMut4TLL1dX3sD0QWITWchVhzFCSQmr9vAGB0pqtp5uPBsFTIpFAoFMrohMgSpLoTEKoOA1JyrsN9YHkwah3A8bR25gimrq5nHT52bAn0esN1m0tx8ZiI184o6/ThxpQp0yJeNzU1XJ+JDGNEQYLPk7ygqaOCJuUGZliImkBoR+kLX/gC1q1bhx/84Ad47733wmIEIQTvvPMOtm/fjq9//ev47Gc/S3cvr6GlpQUbNmxAY2PfguT5+fm48847sWLFCkyYMKHPeVmWUVVVhcOHD2Pbtm2K09Wv5fz58/jf//3fqILm+vXrcd9996GkpCTi+MWLF/Gb3/wG7777bsRxQggeffRRTJgwARMnRopMlOhox42D6uRxCG1tUc9zaWlIW7AoYT+t9Zfg90SPSPSIPvjFnrRlyWoCNGpInZ2AHFkqIk3kUezrSTEXOzpABAGqjIywC3osOJMJxukzQ4Ji4yFIJLkyFGaNKamoSgAYbxmHGVlT+xw/1X4WFx1XkuqrLL0Up9vPJXVNoSkfc3NnDvi7jcgipMZzEKuPggSSMyaKB6MzgR8zA1zORCpmUigUCmVUI3U2Qji/E8TjGFhHDAO+aCpYUy5kory8DmV40jtIxOdL3YZyfxCESKFdr08cUHC9MZkizTm7zWUpIURRgrc/gqZeDRUVNCk3MMNG1OwmMzMTzz77LD71qU/hscceQ01NTfghv6urC0888QT+/ve/47vf/S4mT558nWc7PAgGg7jvvvv6CJo8z+PLX/4y7rnnHmi1sesXsiyLkpISlJSU4M4774TD4cBbb70Fi8WieA6yLOPb3/42/P7IOn0sy+Lxxx8P1069lvHjx+OZZ57B3Llz+wiifr8fjz76KP76179SEVsBDMch/Zb16NyyGcFrPguqjAxY19wcNtyJhSSJqL94POo5AhJpdsMykLLTQ1GaDkef9pNcRrBXxUs5EIDodIDRqMEaEu9apy1cBFalQpWzJqkISQDI1GWg1Rdd2I1FoSkfC/Lm9Pmc1XTV4VDLsaT6mmgtxbmOS0lFlmbqbFhasBDsAFK4Q2LmeYjVR1IrZmqN4MfOpGImhUKhUEY9JOiDcOkjSE0XBtwXa8mFauJisMZ0wF6PJJYNcAc9ON1+Dm3+DvjE1JSVuZHQ8TpkaNNRaSuDUT100ZK9XcDr6+tgt7codh1PNadOnYh4PXZsSYyWw4dro0mvZ6TrcEMSZXg9ydfQ1OpVUKmpoEm5sRkyUbOrqwuBQABmsxnqBPX8AGDBggV499138eKLL+K3v/0t/H5/OCX91KlT+PSnP4077rgDDz74INLS0hL2dyPzs5/9DKdPn444xvM8nnnmGdx8881J92exWHD33Xcndc0777yDkydP9jl+//33xxQ0e3PnnXfCbrfj+ecjnepOnDiBd999l6ahK4TVaGC79TYI7W1Qd7WD4zmobBnw6syKhOGWmnMI+qPvLHcFXRCknpupZLMAahUkpwPkmrSr7IAG2UENgFDUrdBqBwiBypKeMEpTO24ctEXFEGQRB5pjmxVFo8CYh3p332jleGTpM7EsiqDY5uvAjvq9SfVVZCpAtbMWIlGehmZSG7GyaClUbP++joksQWo6D7H6MIg/xWLmmBngcifSVDgKhUKhjGoIIZAazkC8vB9ETD5SqjeMWgu+dD64nAn92rSv7qrFroZ9EOUBprzfwLiCbti9rbjguIwl+fNRnFY4JONWVk7C1q3vAwjVsXz88e/gySd/DLPZMiTjd+NwOPDqqy/3mtdk5OcXDOkc+sPx45FmsePGDX8hdiiQJDkUoZmkAZlWp4JaPexi2CiUlDMon3JZlrFp0yZs374dR48eRUNDQ0QEnlarRWVlJWbOnIlPfOITKC6OXuNPpVLhK1/5CtavX48nnngCO3bsCN/8JUnC66+/jvfffx/f+ta38PGPf3ww3sqw59KlS3j55Zf7HH/88cf7JWj2l9/97nd9jk2YMAH33nuv4j7uvfdebNq06f+zd9/hbVXnH8C/d2nasrxHYiexs/feCSHsHSgFSltaSqGFsspsGSW0ZbVAW0ZbKBR+7LJbRtgjgexF9k5sx3tIlrXvOL8/FMuWNW3Jjsf7eZ4+9b0699yjYF9dvfec98X+/ftD9j/99NMU1OwiKTsHmaOGQRB4qKoGT3P8YJci+1F1cEfE1zSmwea1t+8QeKh5mWCMQbHZO7XmMLE1LbilOhzQvF5wkgQ+PQ2xcDoJlnkLAADbGnbCrSS+dKc0YxgOt0TPJxtJpt6Kk0tOgNgpoOiS3fis4usuLXvPNWbD5rXDpyX+Zccg6HHqsBNhFONXgu+MaRrUmj2BmZnJFibogNObA8HMojHguhloJYQQQgYKzdEAee9KaI6G5DriALFoPMSyOeAkfbe6cPpdFNDsAkVTsLJqDc43ZPXKjM1TTjkDTz/99+DKta1bN+PCC8/F0qUnY968BRg/fmKPzdz0+Xyor6/Dhg3r8NJLz6O+PrDSyWg04qabbu+Rc6ZSS4sdb7zxWnDbas3ElCnTjuOI+gZV1eB2+qPWq4hGb5Cg09N9PBkcUv6bvmLFCjz00EOoqwtcSCP9AXo8HmzatAmbNm3Cv/71L5x88sn43e9+h5ycnIh9FhcX46mnnsKnn36K+++/HzU1NcFZm83Nzfjtb3+LN998E8uXL8fIkSNT/Zb6tEceeQSKEnpjM2/ePHzve9/rtTFs3rwZ+/aFL8O5+uqrISRYkRsIzC69+uqrcdNNN4Xs37dvH7Zu3YqpU6cmO1QSQ83hnVD8kXOp2nz2kFxPam4mIApQHQ4wJXQpxHCPARY1cGlhigKlObAUXMzMjDtLM33WHAhmMxz+VuxoSrzIzmjrSBxqOQKGxPNRmSUzThm2BHohdOa4rMr4rOLrLi3nSpfSoGoaWuXEg4siJ+LkkiWw6NITPgY4FsysPbbM3NO1vKGxcHrTsWDmWApmEkIIGfSY4oNyaAOUozu6tDQ8Ej49J7DUPCO5gNbOpj0U0OwiRVOws2kP5hTO6PFzZWZm4te/vg0PPPD74D6Px40PPvgfPvjgfwCA7OwcjB8/EVOmTMXMmXMwcuSoLp1j69bNWLhwZkJtp02bgeuvvwmjRiVen2DFivexYsX78RseM3XqdDzxxNMJt4/ku++24pFHHkBDQ31w35VXXg1RHNz3o90PaIrQGwb3vx0ZXFL62758+XL85z//CfnDi7WsgjEGxhg+/fRTbNq0CX//+98xZUp4oY42p5xyChYuXIjHH38cL7zwAlRVDfazceNGLFu2DJdddhmuu+46GBOortzfHTx4EF9++WXY/rvvvrtXx/HBBx+E7bNarTjllFO63Nepp54Kq9UKe6ccje+//z4FNXuQ3+dB9eFdEV+TNRktvvbgGRMFqDlWMAYodltIW5FxGOdsn40pNzWCqRo4UYSQHjt4J+XmwjRuPABgfe3mhBPmF6cNQXlrZZeWfOsFHU4dtgRmyRSyX2Mavq5aHZo7NA4dr4NJNKLO07UZHEuKFyDXlJ1w+0Awc19gmXmqg5nDpkEYMo6CmYQQQgY9xhi0+oOQ968G8yVX7IUTJYilsyEMmZCSvNSN3uak+xiMevPf7ayzzoXRaMKjjz4Y9n0GAJqaGrFq1VdYteorAEBZ2Uj86Ec/xcknn5bSGgJTp07HBRd8H2VlXQua9pRPPlmBnTtDV4T5fF4cPVqBpqamkP0/+tFPcd55F/Tm8PocTQssOe9qQFOnF6E3SD00KkL6ppR9g33wwQfx2muBKeMdq5bH+kPs2K6pqQlXXXUVXn31VZSWlkY9xmg04rbbbsP555+Pe++9Fxs3bgz2oygKnnvuOXz44Ye44447cOqpp6bq7fVJb7zxRti/77Rp08IqjPe0lStXhu1bunQpJKnrF1RJkrB06VK8/fbbcc9BUqfqwDZoSuSgYLPXjo5TFNS8LEDgoTmdYP7QpdajXWYYtMBNu+p2QW0NBN9EqxVcrCI4HJCxcDE4nsfR1mpUtlYlNG6e49HgaYJPjTzDNBKRE3FKyYmw6jPCXttYtzXhcwMADx7ZxizUuGoTPgYA5hXOQnH6kITaMk2DWrcfyuFNYB5Hl84TSyCYORVC0XhwAgUzCSGEEM1th7x3FbTmxO8FohHyR0IaNQ+cnoqdDDZLl56MuXPn4b333sXHH3+Iffv2Rm178OAB3HvvXfjkkxVYvvw+mM2xUzWlp1swbtyEsP2apsLhcKCi4gi8Xi+2bt2MrVs3Y9y48fjDHx5CQUFhQmPPyclFaWniKx8TXSVZVXUUVVVHY7aZMWMWfvazqwb9snNNY4EZmlp3App0T08Gn5T81m/YsAHPP/98SJCS4zhMnToV8+bNQ2lpKSwWC3Q6HVwuF2pra7Fnzx589dVXaGxsDB7X0tKCu+++Gy+//HLcc44aNQovvfQS3nnnHTz88MNoamoKLkmvra3FDTfcgEWLFuHuu+9GcXHvJIfuTYwxfPjhh2H7ezv3ZE1NDSoqKsL2z5s3r9t9zp07NyyoWV5ejpqaGhQWJvaBTBLndbeiriLyzZZX9cIlt+fjZDoJWrYl4ixNoypgpCsw85FpGuSGYzMXBR6CJTyA2JF54iRIublQNRXrajclNG6NadA0LeEZnQDAgcfSkkURZ0jubT6AnU17Eu4LAArT8lHlrOnSMZNzJmBsVvyn5sFg5pHNYO6WuO0TxemMgWDmkAkUzCSEEEJwrBBQ5TbIB9cDWuL5tCPhTBmQxiyCkJX6wiw5hizUu5PM7TkI5Riyev2cJpMZF1/8Q1x88Q9hs9mwbdsW7Nq1E3v27MauXTvg8YTOAl6z5lvcddfteOSRx8HHmNVbVjYSjz76eNTXFUXBypVf4Ykn/oL6+jrs3r0L1133Szz77Ash1dmjmTVrDu68c3nC7zOV9u/fh+bmpvgNB7BAQNMHrYsBTUknQG8QUzrbl5D+IiXfaB999NHgz4wxLFq0CL/97W9jzrhsa/vuu+/ioYceQktL4Ev75s2bsXLlSixevDihc59//vk46aST8PDDD+PNN98M6XvVqlU4++yzceWVV+Laa6/txjvru/bu3RvMW9rRwoULe3UckSqeA4iZRiCeyZMnR9y/c+dOCmr2gKP7t0Z5EsjQ1GkZtpqfBfA8NLcb2rEk6G0mONMgHMuZqdhtYHIg16aYYY255Io3m5E2cxYAYFfzXjj88ZdWa0xDi88RcbZlLIuGzMWQtPDfoWpnLdbUbOhSXwXmvC4HNMsyRmB6XuTf7zaMaVDrDkI5vDHFwUxDh2AmLUshhBBCAEDzOCDv/hKarWuf6WF4AeLw6RCHTemxdC4Tssdin/0g5dXsApEXMSF77HEdQ2ZmJk44YSlOOGEpgEDgcePG9XjllRewefPGYLsNG9bhk09W4PTTz+r2uURRxNKlJ2Ps2HH46U8vhdvtQk1NFf7xjydw++13Jv1euuvyy6/EFVf8Irjt8/lQV1eLzZs34OWXX0RNTRUcjhYsX34nRFHEokVLjttYjxdNY3C7/N0KaBqMEgU0yaCVdHKXhoYGbN26NfhHdNFFF+Ff//pX3IAmEFh+fv755+P1119HRkZGsI/PPvusS2OwWCz4/e9/j9deew3jxo0LzhQFAhfMJ598sovvqu9bv3592D6TyYSSkpKI7RVFQUVFBXbu3ImDBw+iubkZmpb4DLdo9u4Nn+FnMBiijiMRw4cPh14fXhVyz56uzaIj8blbbWioOhTxNafsgk9pX9bNDDpomYG8mIotNNhplSUM9Qb+m2l+f/vrPA8xwxpzDBnzF4CXdHDLbmxtiFx9vSPGGOrdjTCIhi59eM8umI4y6/Cw/XZfC76sXAXWhSoA2YZM1Dq7NlOi0FyABUWzo46ZMQ1q7X741r0OeefnKQtocpIB0si50M//IcSSqRTQJIQQQhC4n1Cqd8O37o2kA5p8dgn0cy+GNGJGj+anTtOZsXjIPIiUAzshIi9i8ZB5vVL5vCtEUcTcufPx2GP/xI9/fHnIa//73zspOUdR0RCceWb7Cr6PP/4QbndyOWJTSa/Xo6RkGJYtuxDPP/8yxowZBwBQVRUPPPCHkKJBgwHTGDwuPzS1a9/PRYkCmoQk/Ym4adOmYF7HvLw8/O53v+tyHyUlJbjxxhuxfPlycByHzZs3d2sskydPxptvvomXX34Zjz32GFpbU1dMo6/ZtSu8qMvo0aNDLmgulwvvvPMOPvroI2zduhWyHFqlWpIkTJkyBfPmzcMZZ5zRrVyckZaeFxcXJ3Vh5TgOxcXFOHDgQMj+ysrKbvdJIqvYuyViRU8G7VguzXZKQTbAcdC8XmidlsxMak0Dh0D6B7mhHjh2TRAtFnCCEPX8+mHDoB8+AkAgn2W8mQeMAY2eZvAcB6NoSOAdHhtf9riIT+k9ihefln8FvyZHOCqyNMmMFp8D4BIPgmbqrVhavAgCH/5vESxIcHgjmMuecJ/xcJK+fWamqIt/ACGEEDJIMJ8L8p6voTaG38d2Bac3Qxq9AHzuiF4LKgyzFON8QxZ2Nu1Bo7cZHsXTK+ftT4yiETmGLEzIHtvnApqdXXnl1fjqq89RWRn4Xdy1awcURUlJ5e/Jk6fizTcDNS/8fh/27NmF6dMTq5zem8zmNPzhDw/isssuhtfrhcPRgief/BuWL7/veA+tVzAWmKGpdiOgaTRRQJOQpK+WjY2NAAKBqCVLlnT7AnzyySdj+fLlYIyhoaH7uWJ4nsePf/xjnHHGGXjggQciVuYeCPbv3x+2b8iQ9sIjb7zxBh5++OGIVffayLKMjRs3YuPGjXjyySdx9tln4/rrr+9SDtKqqvBE6vn5+QkfH01+fn5YUDPSuUj3tdrqYauLHChu8bWGBBiZyQBmCdwUyrbQCpJFXj1y5EDQTG1theY5dnPNBQoERcOJIjLmLwTHcahzN+Bgy5G4Y7b5bHDKLhSnF8Vt22aktRQz8qeG7Vc1FV9UrISzQ87QePSCDn5VhsISz7dllkw4ZdgS6DrNkGSMQWuqgHJwHTRn6qpycpIeQskUiEMnUjCTEEII6UStOwB57yowOfEig2E4DmLxJIgjZh6Xz9o0nRlzCmf0+nlJ6vE8j1mz5gSDmoqiwOFoQVZWeP73rkpPDy061NTUmHSfPaWoaAguvfQy/PvfTwMAPv/8E1x66Y8xevTxTR3Q07od0BR5CmgSckzSy887TmO3xghgxGOxWII/ezzJP3HMycnBI488gueeew4jRoxIur++pqYmfJmM2WyGLMu45ZZbcNddd8UMaHamaRr+97//YdmyZfj6668TPq65OTwYk52d/IdwTk5OQuci3cMYQ8WeyAV5VKbC5gtd+qwUHpul6fNDc7UHATnGYYIzcMPEVBVKh5slId0CToy+1DltxkwI6enQmIa1NRujtmvT4nPA7mtBpj4j4WVXQ9OKIi75Zozh2+p1qPckfnPHczx48PBr/viNj9HxEk4pWQKzZArZr9lr4d/8X/i/W5GygCYn6SCWzYJ+/g8hDZ9OAU1CCCGkAyZ74d/xKfw7PksqoMln5EM/+0JIo+bTZy1JCZMpdDZpKmZpAoDDEbpqUa9PfJXT8XDJJT8MFjNijAUDnAMVYwwelwxV6VpAUxB5GM06CmgSckzSV8ysrPZqcocPH+52P23LmDmOQ2ZmZrLDCpo3bx7++9//pqy/vkBRFNg65TQEAjk1b731VqxYsaLbfTudTlx99dX44x//iAsuuCBu+7YCTx2lp6d3+/xt0tLSwvZ1JUibChZL3/7gj4fnueD/Z2WF3iw11lTC62qGTh9+Cah32sDxgUrhAMDSTZCyAg8dvI0NwX4BYLTXjCxRD4iAt6YBHDRwAgeAgyk/F7wu8tJzfU4OihfPBScI2F63B06tFTpd9MtRq88Jm98OvahDTnomeC7+85jCtDycN/ZUSBFySG6o2opKz9GY5wzFkKYzw+l3Q5dgxXCB43He2NMwxFIQ3Kc4muDevRq+uoOBi68++tL8RPGiHsay6TCUTgUvheeiJT0j1t8XIYR0RteM48tfdxitWz+D4HNB6OZnLy8ZYJ6wCPri8SkPJthsImRZA8dxEISk55yQfubo0fY0CDqdHlarFRzHIdKvWVd+R7Zt2xKyXVRUFPHYjr/PPfU7yPPx+01PT8dFF/0AzzzzTwDAt9+uwqFDBzBq1Oi4/ffGe0g1l9MHVdW6dD0RRR7mdD0FNElEbb8WHIfj+jfAcRx4noMkib1yz5N0UHPYsGEAAk8aVq5ciaqqqpBl0Il65ZVXgj8nU2QmEkkaWIUxWltbIxb5WbFiRVhF9IKCAlx88cVYtGgRhgwZgrS0NNhsNuzduxefffYZ3n777bBcm6qq4p577sGoUaMwadKkmGOJlHDaZDJFaNk1RqMxbF8qZvB2RX/4MExE4IO9/YOPMYaDO9ZHvFHyK360+Drloh2SC44DNFmG0toavFrqNR7jvengOA6K2w2lxQHuWPVz0ZIOQR9t9gKHgtNOgaiT4JW9WFe1JeJYgmNSZdS5Aikp8tJyIMSopN4m25SJ88adAkOEIN++xkNxz9lZmi4NTr+rS8ecNuoElGQGlsmrbgdcu9fAW7kbDCwlNyK8qIdx5DSYyqZTMPM46vz3RQghsdA1o3dpih/O7SvhKd8OAN3+/DUOm4S0CQvA68LvT1MhMCyuw8+kP1q9+luMHz8eVmviE3Sqq6uwZs3q4Pb06TNCJhBEksjvSGVlBT788L3gdk5ODsaMGZPQsT31O5hIvxdf/AO8+upLcLmcYIzhuef+hQce+HOPnOu4YYDL5YfsTzydFRCYoZlmMfTt90b6jOP/e8L1WnA16aDmtGnTkJ6eDqfTCZ/Ph2uuuQZPP/10l/Iq/uc//8Grr74a3F60aFGywxrQ/P7Iy187BzR/9KMf4ZZbbgkLEObn5yM/Px+LFy/GFVdcgV//+tfYuXNn2DluuOEGfPTRR9Dpoi+tUZTwwi5CjMIwiYq07KJz8LWndTW3SV/D8xw4LlC8R9Pai9rUVhyAw9YU8Zh6V1NI3SBmTQczGQAG+BqbwVj7v8k4jxmSxkFjGrw1tSHVw3VZWcECYp1lTJ4EXV4+VFXDtxWb4JG9Md4FQ52zERpjMEsmmCUTonQblKYz45zRp0DidWH/DWta6/HxgZVx++jILBnR6ks87yYALCiZhbLM4ZA9Lrj3bYD3yDawOEWQEsWJOhhLp8F4LJjJ0P9/V/ujaH9fhBASCV0zep/cVIXWzR9D9Ti63YdgtCB9+mmQsof06Odt4L6EdfiZ9Ecff/wh7rrrdixb9j2cc855GD68NGb7I0cO4fbbb4HP134vfN55FwR/B6IFJWL9jiiKjK+++hKPPfZoyISQyy77GQAuod+vnvodTKTftLR0XHjhRfi///s3AOCrr77AwYMHUVratYK2ffnvyO3yw+/r2vcCQeCRlh6YxNCX3xs5vjpeM47/7wkDY8l9biYaEE06qCmKIr73ve/h+eefB8dx2Lt3L8455xxcfvnlOO+881BUFLmgh6qqWL9+Pf7973/jm2++Ce43GAw477zzkh3WgKaq8Z/qXHXVVbj55pvjths2bBheeOEFXHbZZWGBzaqqKrzzzju4+OKLuzSWVAQ1I/URKYDakxwOLxSla0/Q+pKsLDMEgYOmMTQ3B4JymqZh58Y1ET9IPYoHrd4OwTuOgz/XCvgVMEWBz2YLXh3NqoDiFj38UCHbmqF42nNTCWYzFE4EfOH/drzRCH78VDQ3u9DksWFT5Y6Y78Hpd8Hpc4EDB6uUAb8/9u+AXtDhhIKF8DuBZoQGIlv9Trx/6GN41cTzaOl4HZp9ji7N7BifNQYlwhDUbV4JtXwrmJKiYLwgQSyZBLF4MnySAb5WBUDv/k2QdpH+vgghJBq6ZvQepilQDq6HUrkNSOJLnTBkHPiR89DK6YAe/m8mywo0jYHnGT2o7McYC6xie+WVF/HKKy9i1KjRmDJlGsaMGYfMzCyYTCZ4PB4cPVqBjRs3YPXqVSHfpU444UQsWrQk+DsgCHxYYPPAgf244YZfhZ1b01Q4nU4cOXIIXm/ohIElS5bivPO+F/V3q+NEhPXr10bsP5bFi5dg2bLvxWyjaYn/bn//+5fi9ddfhcfjOTZb85m4ldA7vgfG+ubfEWMMXo8COc73mc54noPBJB17IHbcI1WkD2u7ZiQbTExW2wNcWVa6fc8jigIyMxNbAZySLMTXXnst3n//fTQ1NYHjODgcDjz22GN47LHHUFhYiNLSUmRkZEAURbjdbtTW1uLgwYPBp0eMsWN5QzhcccUVKamePZDFSx49depU3HjjjQn3l5aWhocffhjnn39+2IfgM888g4suuihqUEcUxbAZlKkIPkYKlqYqafZg1nB0P7yu1rD9DAxN3tA8rWqWBTi2hFyx20Me90xsTQcPDprsh9KpgJMYIyeuZd588Ho9GGNYVxu7OJDGNDQfG1OG3hIxN2bIeTkRJ5csgVWfEfaaX/Xjs4qvuxTQFDgBXtWbUP7ONsPSijBd1cG/9jUwX3hqhm4RJIjFEyGWTAEn9e88r4QQQkhP0hwN8O/6HMxl73YfnN4EaewJEHKGpW5gZFDgO6VI2r9/H/bv35fQsaeeegZ++9vfxW3X2urA+vVrEupTkiT86Ec/xU9+ckXCk04aGxvQ2NiQUNs2w4YN71L7eKxWK5YtuxCvvvoiAOCLLz7Fz352FUpK+u/fJGMMPm/XA5ocz8GUpoubkoCQwSwlUaK0tDT861//wmWXXQan0xlcXgMA1dXVYZW6Oz5JaQtmMsZw5pln4tprr03FkAa0eDlCb7zxxi7PliwtLcX5558fkgYACBRw2rt3L8aOHRt1LJ2DmqlYJh5piX2sZfAkPlWRcXT/dxFfc8pO+NUO/+Y8BzUvUASMqSoUR3tBqGy/DoU+HRhjkBsaQoKdvNEI3hA535R+6FAYykYCAA61lKPOHfuGye5rgcIUCJwYMVDZEQceJxYvRJ4pJ+w1jWn4qvJb2DtVdI+FMUBmSuIBTcZQJnOYWVUFxbMn4fPEJIgQhx4LZvZQDi9CCCFkIGCaBuXIJihHNie15k7IL4M0ZhE9RCTdcvvtd+Gkk07BypVfY8uWjTh6tDJme1EUMWfOPFx44SWYNWtOUufmOA5GowkZGVaMHDkS06bNwCmnnI7MzKz4B/dBP/jBj/D226/D5/NB0zS88MK/cddd9x7vYXWb36d0eck5x3Ewm3VhwXJCSKiUTX0bN24cXn75Zdx8883Yv39/zOWaHV9jjIHneVxxxRVdml04mKWnp4cEjjsqLi7GvHnzutXvxRdfHBbUBIANGzZEDWqazeawYkEuV/JLdCL1EakiOklcbfke+L3hxZYCMyLtIfvUbCtwrDK40tICdChMNak1DRw4qM5WaJ3+20ebpckJAiwLFoHjOMiqjI11WyK2ayNrMuy+QA6sbEP8aucLh8zB0PTwVBeMMayr2YQqV02EoyJTmQYOHPgEl5xbXK0YaWtGmWABxyWfegGCcCyYOZWCmYQQQkgcmssGedcX0Bxdm13WESfpIY1ZBCF/ZApHRgYbSZIwb95CzJu3EABgszXj8OFDqK4+CoejFX6/DwaDAWlp6Rg2bDhGjhwdsThqZ3fffS/uuOOeHhv3E0883SP9vvnme/EbRZGVlY3PP/824fY99R5SwedV4PN2PaBpStOBHyCFawnpSSldzzt69Gi89dZbeOONN/DSSy/h8OHDsU8uijjttNNw+eWXY+LEiakcyoAmiiLS09PhcIQnPp85c2a3+x07dizS09PR2hq6PHnr1q348Y9/HPGYzMxMNDSE3kR2Pr47IvVhtVqT7newUmQ/qg9Gzl9p9zugah2W+ws81LxAcJJpGtQWe/ClEo8RmYoEpqqQmxpD+uH1evCmyHkvzNOmQ8wIzLb8rnEn3ErsSvZNnmYADAbBALMUO5fG6MwyjLSOiPjaruZ92GPbH/P4jlRNBcfxCQU0TV43ShpqkenxYEhaAYRkA5ocB6FoLKQRM8Hpzcn1RQghhAxwjDGoldsgH1wPaN3Pgc5nl0A37gT67CUpl5mZhczMLEyf3v3vZ6R/8/sU+LxdW8XYFtDsjarRhAwEKU9SqNPp8MMf/hA//OEPUV5eji1btqCiogIOhwM+nw/p6enIysrChAkTMHnyZJjNdAPRHfn5+RGDmtFmVCaC4ziMGTMGGzeG5jps7pQzsaOcnBzs2xeaK6ZzkLM7Ghsbw/bl5uYm3e9gVX1oBxQ5fEm/whS0dFqWreZmAmIgQKc6HGDH8pvyjMM4Z+DvVWluAuuUO1XMzASH8GCgaLUibfIUAECLrxU7GmMvz3bL7mNBTw7ZxqyYs751vA4z8qZEfK2ytQrrazfFPFdHGtMALv4MTb3fh+LGWmS1toDjOBSYCyDysVNCxCPklUIsmw3eZE2qH0IIIWQw0DwOyLu/hGZLfCVGGEGCNHo+hMKxXSoISAghifD7FHg9XUzLxnEwmSmgSUhX9GjllWHDhmHYsP6b0LcvGzp0KPbvD5+BluxsxkjH2+32mOPorHMO1e6orq4O2zdkyJCk+x2MfB43ao7sjvhas9ceWi1QFKDmWAM/MwbF3l48aJTLBJMmQPN6Q3JsAgCnk8BHSQ9gWbgY3LEiT+trN4EheiU2xhgajxUHsujSoBdi51Gdnj8ZBjE871Wz14avjia+ZIUxBo1pMWdbSoqMIU31yG1pBnfs3yzflAu9oE/4PJ3xmUWQRs4Fb8nrdh+EEELIYMEYg1qzB/K+1YDa/RzuvLUQ0vgTwRstKRwdIYQE+P3dCGjiWEBTpIAmIV1B5aT7qbKyMnz55Zdh+w2G5BKbR8rr0jlnZkeRgtbV1dXw+/3dLuzj9/sjBkaHDx/erf4Gu8O7N0OLUJHep/rg9DtD9qn5WcCxJ4Nqa2twNqZe4zHabTpWHKge6JTOVczMijhL0zh6NPRFgVyXla1VOOoMD1Z3ZPe1QNFk8JyATL01ZtssQybGZIbnvnLLHnxW8TUULbHcNYwBsqZA5MWIMzUEVUVhcwMK7I3gO+QWzTVmwyTGXhofDZ+eA7FsDvisoTQ7hBBCCEkA87kg7/kaamNF9zvhBUhlsyEUT6bPX0JIj5D9Krzurj90MaVJECmgSUiXUVCzn4qWg9TpdEbcn6hIx2dkRK88PX78+LB9qqpi//79mDBhQrfGsHfvXqhqeG6kcePGdau/wcztdKDqYKRZmgxNXlvoHp0ELSvw35oxBsXW/vp4ZxpExkNpsUHz+UKO40QRQlp62Bl4gx6WuYGiVaqmYl2cpeCKpgQrlGfprRD42Dkq5xbODCsgJGsKPq9cCZccPRDfmV/1QeTFsGXnnKYh396EouZ6iJ1+HzMNVqTrwt9zPJzRAqlsNvi8MvoyRQghhCRIrTsAee8qMNkXv3EUfHoOpAkngTdHLmpICCHJkmUVHnd4yq94TGYdRDEFBUcJGYQoqNlPTZ8+PeL+WPkvE9HU1BS2LzNKRWsgEFzleR6aFrqkeMuWLd0Oam7dujVsnyAI3e5vMDuwfQM0xsL2uxQPvIo3ZJ9akAXwgUCb5nKBHcvBaVFEDPMYoMky5Ai/X2KmNWKALn3OPPCGwMzfHU170OqPHXBv8tjAwKAT9EjXxa50X5YxHPmm0ByrjDF8U7UWjZ7w3+FovIoXPCeEBlAZQ47DhqFNddDJ4U9Z03VpyNRHD/RHwumMEEfMgFA0DlycYC0hhBBCApjshbx3FdS6g93vhOMgDp8OcfgMcDzNgiKE9AxFVuFxdT2gaTTrIEr0/YCQ7qJP9n4qPz8fo0ePDtu/Y0fkCteJ8Pv92LMnvIhLrFyWFosl4qzRb775ptvjiHTsxIkTYbFQ3qOuaLU3obb8QNh+BoZmb2hwkhl00KyBmYeMAbKt/fWJrWngwEFpbAA6Ba85QYCQHh7g0xUWwjh6DADAJbuxrWFnzLF6ZA9cigsAkGPIjDmLUeRFzMyfFrZ/c/13OOJIfEmaV/EB4KATjhX5YQxWpwOTjuxDae3RiAFNk2hEjjEbiLDUPiJBglg6C/p5P4A4dCIFNAkhhJAEqY3l8K17PamAJme2Qj/zAkilsyigSQjpMYqiwt2dgKZJB4kCmoQkhWZq9mOnnXZaWOXx9evXdzuf5caNG+H3h1+M58yZE/O4E088Edu2bQvZ980336ClpSXm0vVI7HY7vv02vMDL0qVLu9QPCczSZJ2TXwJw+Fshq6H5JpWCbOBYIFFzu8COLTHP9+mR79dDdTmhulxhfYlWa/iXBJ4LFAc61t+G2i1QWPT8loHiQIEgapqUFrHwT0fTcifBJIXmft1vO4RtjbtiHteRT/FDZSrMUiAnZprbhZLGGqR5oi9b1wk65JlyI+YODcPzEIdOhDhsGjhdeJ5aQgghhETGFD/kA2ugVkUucpgQDhCLJ0Msmw2Op687hJCeoyga3M6u59A0mCRIOgpoEpIsemTZjy1btgx8p4CSzWbDihUrutXfyy+/HLaP5/m4Qc1zzjknbGadLMv4z3/+0+UxvP7665A7zZDjOA5nn312l/sazFpt9WisCZ+1qDIVNq89ZB8zG8As5uB2e8VzDhNb08A0DXJDQ/hJeB5ChKB12pRpkI6lLKh11eGwozzmWFv8rZA1GRx4ZBmsMdtm6C0Ynz0mZF+tqx7fVq+PeVxHiqZA1vwwSyYYfV6MPnoY4ysPxgxoiryIQnNeWA7PMBwgFI6Gft4PII2aTwFNQgghpAtUezV8699IKqDJGdOhm35u4HOYApqEkB6kKtqxGZrhE0liMRgl6HR0fSIkFZIKav7mN79BXV1dqsbS69577z28/fbbx3sY3TZ06FCceuqpYfv/+te/drlg0LfffovPP/88bP8pp5wCq9Ua89ji4mKccMIJYfufffZZ2Gy2CEdE1tzcjGeeeSZs/5IlSzB06NCE+xnsGGMo3xO5KI/d1wKNhS4hVwpy2mdpejzQPB4AwAi3ARZVhNLcFKyC3pGYkRG2nFqwpCNtWiDfq8Y0rK2JVxyoPciaaciAGOfLx9yC0OJALb5WfFG5EgxajKPaaUyDS3YjExJKayox6cg+WF2tMY/hOR4F5jwIXOyxCTnDoJ/9fejGLwVv6HoRIUIIIWSwYpoCef9q+Df/D8wT+3M5FmHIOOhnfx+CtSiFoyOEkHCKfGzJeYT6BbEYjBJ0egpoEpIqSQU13333XZx22ml45JFH4HA4UjWmHvfNN9/gggsuwG233Ybq6urjPZykXH/99ZAkKWRfdXU1brnllohLySM5ePAgbr/9drBOF2SO43Dttdcm1MfVV18dts9ut+O3v/1tWBGhSFRVxR133IGWlpawMUTqm0Rnb6hCa3N92H5Zk9HiC/2ioKWbwNLaZxPKx4LQIuMwzpkGzeeD0um/CYBA0v0Iwe6MBYvBiYEP6b3NB2Dz2WOOtdlrA4MGiZeQoYudM3WYpRhFaQXBba/iw2cVX8GnJvZ7zhiDx92CifZWTD2yDzmO+AF3juNQYMqDjo+ezoHPyId+xnnQTTkDfFp2QmMhhBBCSIDmaIBv/ZtQKrZ1dbJTEKc3QTflDOjGngBO7HoKJkIISRRjDD6fArfLH/b9OR69gQKahKRa0svPfT4fnnnmGZx44on405/+hPr68GBKX/HJJ5/gwgsvxJVXXolduxLPv9eXlZWV4Yorrgjb/+WXX+KnP/0pDh6MnVz9o48+wg9/+EM0RFhefMkll0QsRhTJ1KlTsWzZsojjuOWWW+A5NvsvErfbjZtvvhlffvll2GvLli3DlClTEhoDCXzIVu7dHPG1Zq8Nnb8tqIXtQTjN54PmDuTNHOM0Q6dxkBvqIz59FC0WcELoB7KhrAz64mIAgarim+u3hR3XkVfxwSkHZhRnG7JiFgcSOAGz86e3j1tT8WXlN3D4E5vNwakqrLVHsKjqKArtTeASvAHJNeZEzfHJmTOhm3w6dDOWgbcWJtQfIYQQQgKYpkE+tAG+jW+Duezd7kfIL4N+zkUQcoalbnCEEBIBYwxejwyfp+s5NPUGEXoDBTQJSbWU/FUxxuByufDcc8/hpZdewllnnYWLL74YU6dOTUX3SWlpacE777yD1157DeXlgdx+XX2i0tddd9112Lx5M9avD80ruGnTJpx77rlYtGgRFi1ahKFDh8JsNsNms2Hv3r347LPPsHt35JxF06ZNwx133NGlcdx5553YsGEDqqqqQvZ/8MEH2LJlC37yk59g8eLFwaXklZWVWLVqFZ577jnU1taG9Td06NAuj2Gwa6o5DFeEGYhe1QuXHJozUrOmgxnbA3bKsVmaJlVAmdsE1dECzesNPwkHCMdyZgZ36SRY5s0Pbm+q/w5+LfoMSsYYGj1NgfOJprDCP51Nzp2ANJ05eOyamg2odcdPfcExDXn2ZuTUH4WRIX5OzA6yjVlIk8xh+zmDGWLpbAgFo8B1oT9CCCGEBGguG+RdX0BzRMjZnSBO0kMaswhC/sgUjowQQiLTNAaPyw9VTSztVUc6vUgzNAnpIRxLIsJ3xRVX4Ntvvw3OsGrrqm171KhR+N73vodTTz0VhYW9N5NJlmWsXr0a77//Pj755BP4/f6wsTHGYLFY8Mgjj2DRokW9Nrae4nA4cPnll2PHjh1J9zVx4kQ89dRTyMnJ6fKxe/fuxWWXXQa73Z7UGKxWK1588cWEZ4r2BJvNDUVRj9v5u0rTNHy38l14j+WI1OlFcBzANIbDzZWhy7Q5Dv4xJYA+sERL8/vhqwgE/We2ZGCoU4SvohwsQuoAIT0duvyCkH2WBQthnjARANDoacZ7hz6KOVaHrxWN3iZw4DA0vQgSL0Vtmy6l4fyRZ0E4lr9ze+MubKzbGvsfgzFkt7ZgaGMteJ8LHHiIfOLVBTP0FmQbskL2cZIe4vDpEIZOoMIDBFlZZggCD1XV0NzsOt7DIYT0cXTNCGCMQa3cBvngekDr/j0Wn10C3bgTwOnDHz72R/X1R6FpKnheQF4e5ZEnAYLAB+7lGboVSCOp01YQqDuhE51OhN4oxlyVRkgq9JVrRio+00RRQGamKaG2SQU1gcCS7gcffBDV1dVhwU2gPYg4ceJEnHzyyZgzZw4mTZoEQUg8wJCI2tparFu3Dt988w2++uqrYKGcSMFMjuOwbNky3HrrrcjKyoraZ3/jcrlw991344MPPuh2H+eccw7uu+8+6PX6bvexd+9eXHPNNTh69Gi3ji8uLsbf//734xrQBPpfULOx+jD2b1kZ3G4Lajq8rahqCZ3VqGZnQB2aF9z219dBdTiQKUs4oTkTcm0dVGfkpd36kmHgde35qqS8XGSfez44ngdjDB8c/hQNnsao41Q1FZWtVdCgwaq3xq14flLJYpSkBy6G5Y5KfFG5KnpjxpDhdqK4sRYmrweKpkKDBl2MoGlnZsmMfFMOgGM3HoIIsXgyxGFTwInd/7sgAwsFKAghXUHXDEDzOCDv/hKarab7nQgSpNHzIRSOHVABAgpqkkj6SoBisPP7FXjdXV9uDgCSToDBKA2o6xXpu/rKNaO3g5pJTzc69dRTsXjxYjzzzDN4/vnn4XQ6Q/5o24KK27dvD84iNBqNmDJlCsaOHYvRo0dj1KhRKCwsRHZ2/CIbHo8HtbW1KC8vx759+7B3715s27YtJIAWKajatm/WrFm45ZZbBmSeRrPZjEcffRRnn302/vrXv2Lv3r0JHztr1ixcd911mDNnTtLjGDNmDN5++208+uijeOONN6CqiQUGBUHARRddhJtuugkWS+yiMSScrT48iMwYQ4O7OXQnz0HNbw/mM1mB2hoIYE5qTYPmdkcNaApp5pCAJjgOGYtOAMcHlmEfbDkSM6AJAM0+OzRoEDkRVn3s/85D04pQnDYEQGAG6NdHV0dta/a4UdxYC4s78EBDZRpUpkIvJF4wwCDqkdcW0OQ4iEXjII6YMWBmghBCCCG9jTEGtWYP5H2rAbV7gQEA4K2FkMafCN5I94iEkJ7HGIPPq8DvU7p1vCRRQJOQ3pD0TM2O7HY7nnrqKbz66qvwer0Rg5vBE0f44xYEAbm5uTCZTNDr9dDr9VBVFV6vFz6fD83NzcEZmB3F6rvttUmTJuHGG2/EggULknqP/cmWLVvw1VdfYevWrThy5AjsdjsURUFGRgYyMzNRXFyMuXPnYsGCBRg1alSPjKG6uhpvvvkmvvrqK+zduxeKEvqhIIoixowZgyVLluDCCy9EUVFRj4yjO/rbTM2daz+Go6k9N6lOL8LmsaPB3Qytw5MaNS8TamF7agG5sRGK3YYhXgNm2dLhq6wAkyN/6dAPLQZvaM/DaZ40OZhL06/KePvA+/Ao0YtC+RQ/qlzVAIA8U27EnJVteI7HsrKzkKFPh0t2471DH0fs2+D3YWhjLbJa26u0a0yDX5NhEBKfWSkJEorMBRA4AUJ+GcTS2eBNGQkfTwYXmnVFCOmKwXrNYD4X5D1fQ22s6H4nvACpbDaE4skDNjhAMzVJJH1l1tVgpGkMXrcfitK9f3eaoUmOh75yzeh3y88jaW5uxssvv4zXXnsNTU2BYiCd/6ATOS3HcQm366xtmfmiRYtw+eWXY968eQmOnvQUWZZRU1OD1mOzAtPT01FYWAhJSnxpcG/qb0HN/VtXorHqcHBbkIDD9kpojLUHNQUe/rHDATGQ/oGpKrxHjoDTGE5uyoK+3h4sGNQZbzJBXzSkvf80M3K+fzF4KTATckPtFuxoilx4CghcXKtdNfCpPhgEAwrN+TE/6CfnjMeM/KlQNRUfHP4UTd7QGaeSLGNIUx1yHbaQauaMMfhUH/SiHhwSu5EQeAFDzIXQ5QyHVDYHvCU3oePI4DVYAxSEkO4ZjNcMte4A5L2rwGRft/vg03MgTTgJvDkzfuN+jIKaJJK+EqAYbFRVg8flh6Z1L0xiMEpUFIgcF33lmtHvlp9HkpWVheuuuw6/+MUv8P777+Odd97Bxo0bQ/JbxgpmtLWLtIw8lrb2OTk5OOuss3DRRRehrKwsmbdCUkiSJJSUlBzvYQxYuUPKQoKajW4btE4PBdS8zGBAEwAUux1gGsrcJpg8GnwxCjyJnSqeW+YvCgY07b4W7GyKne7AKTvhU30AOOQYs2L+TZtEEybnBgoP7WjaExLQFFQVhc31KLA3ge9UyIghENDUCbqEA5ocx6EgbxxMY5dAyKIvEoQQQkgymOyFvHcV1LqD3e+E4yAOnw5x+IxgihtCCOlpiqzC7ZYDUaEu4jgORpMEUUpt7RBCSGw9+ghBp9PhggsuwAUXXIDq6mq8//77+OKLL7B9+/aQPIudgxuJTtPuGPTMycnB4sWLcdppp2HhwoUpL0RESF+XkVOErMISNNdUwK/50eILzYuppZug5rYHJpmmQWlpgU7jMdppgtxQE/UDnDcYwBuNwW39sGEwDB8e6IcxrK/ZDIboT4M0pqHZG5gBatGlQxcnz+XsgmmQeBEexYttjTsBAJymocDehMLmeohR8rT6FD8kQQLPJfYFyKfTo2jimcgYNpuWhxBCCCFJUhvLIe/5Gszn7nYfnNkK3fil4C158RsTQkgKMMbg96nwebuX95cXeJhMEniBHsIQ0tt6bV50UVERrrrqKlx11VVoaWnB6tWrsXXrVmzfvh27d++GxxM9D19nHMehuLgYkyZNwqRJkzBnzhyMGzeuB0dPSN/HcRxGTT0BlaYt2Lzjy5DX1Bwr1IIsoEPgTm1pATQVY13pEBxOyDH+BsXMzODMR04UkbFgUfC1ytYqVLliVzJt9tqhMhUCJyAzTrXzAlM+hlsCM3q3NuyAoilI87hQVlMJveyPepxP9UHgBQhc/AcasiiiKjsfo8edgYKskXHbE0IIISQ6pvghH1gDtSp6Gpq4OEAsngyxdDY4gZZuEkJ6B2MMXrcMWe5e2jFREmA0Uf5MQo6X43LHkJGRgTPOOANnnHFGcF9dXR2qqqpQU1MDh8MBr9cLj8cDURRhNBphMpmQm5uLIUOGYMiQITB0KFZCCAngeR7i0CLY5QLoZAUcz4HpJKidJmAyTYNityNNETG8VYLcocBQZ5xOB97cXtAnbeYsCGlpAABFU7CudlPMMflVPxz+wKzRTIMVQoxZlBw4zC2cAY7j0OJzYG/TfhQ212NoU11I3sxI5+DAQeJjX9JUXkB1Vi7qMnMwpWAqRlFAkxBCCEmKaq+GvOtLME9r/MZRcMZ0SONPhGDtOwUjCSEDn6Zp8Ljkbucf1BtE6PQiBTQJOY76zGPQ/Px85OfnH+9hENKvaUzD+trNAM8D6SaAA8AA+EOrzqutrWCqgolOK9SmZrAoy7kBQOowS1PMzoZ54qTgazua9sApRy94wBjQ6GkGwKAX9EiX0mKOf1zW6OBMzq1VGzC66hAyXLG/JMmaAg0sZqVzjeNQZ81BdXYuVEHE6MwyTMmZELNfQgghhETHNAXKwfVQKrcF7jW6SRgyDtLIeeDE2KlpCCEklRQlUBCou3WTjSYdJB2lvCPkeOszQU1CSPL22w7B7muJ2YYxBsVmQ45fh1y7AtnhiNqWkyTw6enHNoCMRScEE/Y7/S5sa9gZ81wu2QWv6gUAZBtiFwcyCHpMywsETOurtyNjx5eQFCVqewBQNRWyJsMoRp+53ZCRiarsfPiPFTUamlaEeYWz6IkqIYQQ0k2aox7+XV+Auezd7oPTmyCNPQFCzrDUDYwQ0mXPPvsUnnvuXwCAM844G3feufz4DqgX+P0KvO7u5c/keA4msw4C5c8kpE+goCYhA4Ssythc/13cdprTCaYomNiSAaUh+rJzABCt7bM0TeMmQJfXnrR/Q90WqCz6DE+NaWg6VhwoTUqDQYw+kxIAZuZPg8SJkA+uh2PnB3EDmhrT4FF9MESpdG5Ls+BoTgE8+vaAZ44hC0uGLki4kBAhhBBC2jG/G/LB9VBr9iQ3OzO/DNKYReAkSidFBoeKinJs2LAWGzduwNGjFWhpaYHD0QKdTo+0tDQUFBRi9OgxmDRpCubNWwiTyXS8hzwgMcbg8yrw+2J/z4hGEHkYTTrwPE2OIKSvoKAmIQPEYUcFvKovZhvGANlmQ4nHgLRGFxR/9MI7nChAsARmafImE9JnzQ6+Vu2sxRFHRcxz2X0tUJkCHjyyDJkx2+Yac1BmyIV/y3tobTgAnxLvfTB4FC8EjoPYKY9mq9GMytwCOI3mkP1pkhknDzsBkiDF7JsQQgghoZimQK3cAfnwJkDt3uwmAOAkPaQxiyDkU05rMjjs378P//73U1i16uuIryuKArfbhfr6OmzbthVvvvkf6PV6LFq0BJdf/nOUlZX18ogHLk1j8Lj9UJXu5c+UdCIMRsqfSUhfQ0FNQgaIitajcdtoLhd4nx9jmy1QbPUx24oZVnDHZjRa5s0Hrw/MtNSYlkBxIBl2X2BZu9VghcjHzjczT18A/4Y3ocleNB+b3RkNYwwe1QsGBl2HPJoevQGVOQWwm9NDqrwDgF7Q4dRhJ8IoGmP2TQghhJB2jDFojeWQ968G80RPV5MIPrsEunEngNOb4zcmZAB47bWX8Pe/PwZNCw2imUxm5OXlw2q1QlUV2Gw21NfXw+8PPNT3+Xz47LOP8cUXn+Kuu5bjjDPOPh7DH1BUNZA/U9O6N8XcYJSg01PohJC+iP4yCRkgOt8wdcYYoNibMcplgljfBC1WUmyBh5BhBQDohw6FobT9KfHu5v0x83YyBjR7A8WBJF5Chi49aluOaZjtZjDVrgYD0OpvhazFXg7iVX3QmAaREyBwAnySDlXZ+Wi0WMOCmQAgcAJOKjkBGXpLzH4JIYQQ0k5zNkPevxpac/yHpjEJEqTR8yEUjqUZTmTQePjhB/Huu28GtyVJwjnnLMOpp56JcePGQxBCH/j7/X58990WfPvtSnzwwf/g8XigaRoaGxt6fKxXXPELXHHFL3r8PMeLLKvwuOXAl5Qu4jgORrMEUaSCQIT0VRTUJGSAMEmxZyFqXjd0bhmldRw0tztmWzHDCo7nwQkCLAsXB7+EeBQvttZvi3msW3HDrXgAADnG6MWB9H4fxtRVo0S0ApwAjWlo9sYucuRVfME8npKoR2VOAWozc8D46DkyTxg6H/mm3Jj9EkIIISSAyV4ohzZAqdrVrSBAR7y1ENL4E8Eb6cEiGTzefffNkIBmaWkZHnzwURQVDYl6jE6nw6xZczBr1hxcfvmVePnl/8N//vNKbwx3wGKMwe9T4PN2L38mL/AwmSTwVBCIkD6NgpqEDBDjskZjv/1Q1NeVZhumthiBhrrYHfE8xIwMAEDa9BkQLe1fRDbVbYVfi55LizGGJk8zAMAkmqIu985qtWNEbRXy9VYIXODJp93XAi1G4SGf6ofCAjclqs6IPcWj4DLGTqI+t2AmhlmKY7YhhBBCCMA0DWrVTiiHN4DJ0XNuJ4QXIJXNhlA8mWZnkkGloqIcjz32aHB7+PBSPPnkM0hPj75yqbOMDCuuueYGLF58Ihri3beTiBhj8LplyHL07xaxiJIAo0mi6xch/QAFNQkZILKNWZicMwHbGneGvaZ5vRjWxFBQ5YSmxv5wFy0WcIIIMdMK8+Qpwf0N7qaYQVMgEJhUmAIOHLKNWWGvc5qGYQ01yLM3QSfokK5LAwAoTEGLP3quLlmTIR8LptYajWguGQ9IuphjmZg9DuOyR8dsQwghhBBAba6EvO9bMJc96b749BxIE04Cb45dJJCQgejll/8P/mOFOAVBwF133dulgGZHU6ZMBceFT5iuqanG979/brf6nDp1Op544umQfc8++xSee+5fAIAzzjgbd965POKxCxfODP78xhv/Q2FhEZqaGvHee+9i1aqvUVdXA4/Hg9zcPEyfPhPnnfc9jBkztlvjTIamaXC7ZGhq9woC6Q0idHoqCERIf5FUUPOJJ55I1Th61LXXXnu8h0BIr5iRPwUZegt2Nu2BU2sFAKTpzBjTrCK/QYTcEifJPweIVisAIGPhYnDH8v0wxrC2dmPMQxVNCebatOozIHWqSm7weTGypgImnxfAsaXpCNws2Lx2sChL3DSmwaf6oXEcdlrT4cgagsw4Ac0RlmGYmT81ZhtCCCFksNPcdij710BtLE++M46DOHw6xOEzwMVIC0PIQGWzNeOTT1YEtxctOgFjx447jiPqWevXr8Xy5XfC4QhNH3X0aCWOHq3E++//Fz/84U9w1VXX9FqAUFFUeFxy1O8VsQXyZ0oS5c8kpD9JOqjZH55gUFCTDCYjrSMw0joChnQeBkkHudGG/R89D39DY9xjhXQLOFGCccxY6AqLgvsP2A+h0dMU89gmjw0MDCInhhXlyWmxYXh9FfhjxYzSpDQYBAOAwLLyVr8zar8+1QeXKGJTthUuvRHFhth5uQpM+Vg0ZG6/uDYRQgghxwNT/FCObIJSsS3pvJkAwGcNgTRqPvi07BSMjsSjeVuhVmyD1toA5oudJ30w4vQm8Om5EEomgzd0b5Zkd6xfvxay3J6m6eyzl/XIefR6PWbPnpdw+61bNwcrq6fKvn17sHz5nZBlGRzHYfjwEbBaM9HQUI+jRysBBGZMvvjic/D5vLj++ptTev5I/D4FXk/0NFmx8DwHo1kHgfJnEtLvpGT5efeehPQOCmyQwcokGSEIPOo3boJqt0PzxbmZ4QAxMxO8wQDLnLnB3X7Vj411W2Me6pY9cCkuAIFl8DwXuCHgNRXD66qR47C1n4bjkG20BrdtXhuiUTQV5UY9tmdaoPI8cg3WYN+RWPUZOKlkEQSenrASQgghnTGmQa3ZC+XgOjC/N+n+OKMlEMzMGUb33L1ErT8E/64vAbV7wZvBgHkc0Oy1UKr3QDf+RAh5pb1y3u++2xL8med5TJkyrUfOk5WVjUcffTyhtm+//QbWr18T3D755FNTMoY///l+yLKMmTNn49Zb78CQIUODr+3fvxcPPPAH7Nu3BwDw+uuvYtasOZg3b2FKzt0ZYww+jwK/v3sFgQSRh9GkA8/TNYyQ/iglQc2+ehPTl4OthPQGuaUFju07INua47YVzGngJR3S584DbzAE929t2AGvGj0gyhhDkzfQv1E0wnSsOJDR58Go6goYOj0ZztJbIXCBS49H8QQrpXemcjw2Wg04YgosNdfxOqRJ5qjjMIlGnDJsCXRC7KXphBBCyGCk2quh7FsNrTX+yo24BAnSiBkQiieC4ylFf2/RvK0U0OwKVYZ/15fQW3J7Zcbm3r17gj+XlAyH0Ri5YGZv2bRpA/72t4eD2xdc8H0sW3ZhSvq22+2YPn0mHn74MYhi6DVg1KgxePzxf+IXv/gZjhwJ5OP/298ewdy5C1IeN9A0Bo/bD1XpXv5MnV6E3kD5Mwnpz5KeX80Y67P/I2Swa9qwEd7aWkCL/0EvZmZCV1QE46j24jp2Xwt2Ne2LeVyL33GsiA+HbEMmOAB59iZMKD8QFtCUBAmWY0vTGRiaoszSdOsNWFtYGAxoAkCWITPqDYfIizhl2JKYQU9CCCFkMNK8rfDv+BT+Tf9LPqDJAULRWBjmXQJx2FQKaPYytWIbBTS7SpUD/269wG5vv6/Nzc3tlXNGU1V1FHff/RuoxwqEzpw5O6VLwEVRxO233xUW0GxjNqfhllt+E9w+erQSGzeuS9n5AUBVNbidvm4HNA1GCQYjVTgnpL9L6k6EclUS0ncpLheaVq+F4oyer7KNYDaDNxqRsXBR8IOdMYa1NZvAEP1GQdEU2LyB5OAZunQYIWBETQWyWlsits8xtBcHcvpd8Kv+sDb11mwcyclHlasmuM8oGmGSIj/t5sDhpOLFyDJQlVVCCCGkDVNlKOVboJR/B2hq0v3x1gJIoxaAtxzfYM1gprU2HO8h9Eu99e/mcLQX5DSb0xI65qGH/oi6urqIr3Fc4H933/17ZGQkfp/rcjlx++2/DhbwGTq0BL///YNRA5DdMW/egpAl55FMnTodZWUjcfDgAQDAypVfY9asuTGPSZQsBwoCAV2fyMRxgYJAokjpqggZCCioScgA1bxhI7w1NfEbIlDxPG3qNIjW9hum8tZK1LhqY5/DaweDBoETMBQ6jC7fD70cHqgEALNkhvHY0nQGDTafPeR1lRdwuGAImtOtaPbaoLG2L2BczIDl6MyRKEoriP8mCSGEkEGAMQa17gCUA2vBfK6k++MMZkgj54HPK6MZTYTEIHe4B9bpEkuH9N13W1BRUR6zjS9eXvwONE3DPffcgSNHDgMA0tLS8ac/PQqLJXahza6aMyexQkVz5swPBjX37NmZ9HkZY/D7FPi83cufyQs8TGYJPE8FgQgZKGjNCCEDkObzoeHTz8Hk+B/4vNEIKb8AaVOnB/fJmoL1tVtiHAV4FC+cshNgDJN9wOjaw+CipH3guMDS9DYtvlYoWvvYXAYjDhSWwKfTQ9EUtPjan3SnSWboo+TJFHkR0/Imxn2PhBBCyGCgOeoh7/sWWkvkmV9dIggQh02DWDIFnCAl3x9JGp+eC80e+4EzCcen987s4rS09OASdJcr/kqpnvD3vz+GtWtXAwAEQcDvf/8ASkqGp/w8I0aMTLBde5GmysrKpM7JGIPHLUORuzfzXJIEGEy03JyQgYaCmoQMQI61q+FrbAgu9Y5FzMxExqLF4DosSdnRuBsuOfrsDsYYmjzN0KkaZtidGBYnvVOm3grxWN4tlamw+9qXp9dm5qAytwDsWFXzwOzPQHCUA4csgzVqv5NzxgdnfxJCCCGDFfO5IB9cB7Umdh7sRAkFIyGVzQVnSGwJLekdQslkKNV7KK9mVwgShJLJvXIqi8USDGq2trYmdMwrr7wVtm/z5o24/vpfdvn8K1a8j9deeym4fd11v8bs2alZ7t1ZRkZGgu2swZ/dbhcYY90KKmqqBrdbhqZ2L3+m3iBBpxcooEnIAERBTUIGGNXnQ8tXXybUltPrYZ48BfoOOXFa/U5sb9wV8ziH34k0jxPTm+zI4nQAF30Jh8SLyNC3L3mx+1qgMQ2KIOBQQTHsae2v+RR/YPbnMRl6SzAY2plJNGF89ti475EQQggZqJimQKnYBuXIlpQEunhLbiBvppXSuvRFvCEduvEnUgX0RAkSdONP7JXK5wBQUFAUXEretvy7t2zf/h3+9Kf7gtvnnns+Lrzwkh47nyQlNnu7YztN06AoSsLHtlGUQP7MbhUC5jgYTRIkifJnEjJQUVCTkAHG/tknUF0u8EL8J5G6vDxY5s4P2behdjNUFn1Zh6oqyK6vwOgWByRejJuTJtvYXhxI1mS0+FrRajTjQGEJ5E43Nc0dqqHznIAMffSnwNPzJkGiqquEEEIGIcYYtIbDkA+sAfMkNiMsFk5vglg2B0LBaJrJ1McJeaXQW3KhVmyD1toA5nMf7yH1OZzeBD49F0LJ5F4LaALA5MlTsH79GgCAw9GCqqqjcYvppEJtbS3uuONWyHIg0D1t2gzcdNPtPXpOtzuxfL1ud/vvp06n63JA0+9T4PV0L4DP8xyMZh0EgfJnEjKQUUSAkAFEcTjQeiyPTjycToJ16ckQTKbgvipnDcpbj0Y9RlJkFFfuRbqrFRw46PjYSdBNohEmsb3/Zq8dVdm5qMrOD5Rz7MAte+BRPcHtTH0GhCgzQDP1VpRZR8Q8NyGEEDIQac6mQN5MW3XynfE8xOLJEIdPBycmVtiEHH+8IR386AXHexikk2nTZoZsf/HFZ/jxj3/ao+f0eDz4zW9ugs3WDAAYMmQo/vjHh1Ja6TyS6upqjBo1Jm67mpqq4M9Wa+IV3Blj8HoUyP7uFQQSRR4Gkw48Tw9pCBno6LEFIQNI0/v/g+aLXH28M8OIUpjGTwhua0zDuppNUdtbXK0Yd3gP0l2BGSE6IXaibY7jkG3MCm57eWBTfh6qcgrCApqMsZBZmiIvwaKL/mR9VsE08DGWvBNCCCEDDfN7IO9ZCd/6N1IS0BRyR0A/9xJII+dSQJOQFJg8eQpKSoYFt9977x0oSveCcolgjOGPf/wdDhwI5NI1m8148MFHQ/JY9pTduxOrZN6x3ZgxiaWN0jQGt8vf7YCmTi/CaKaAJiGDBUUFCBkg/PV1cO/akVBbTpKQfe6ykKDkrqa9aPE7whszhqENtRhz9DCYP7CEhOd4SHzs5SMZOkuwDZ81BOuGDIXDHDlQ6ZRd8GvtwdgsgzVqwLTIXIAhaYUxz00IIYQMFEzToFRsg2/Nq1CqdgHdSCvXEZ+WBd20c6CbfBp4oyX+AYSQhHAchx/84MfB7erqKjz33L967HzPPPNPfP11II++IAhYvvz+kGrjPenLLz+DpsUu2uN2u7F69bfB7UmTpsbtV1U1uJw+qEr3CgIZTBIMRqpwTshgQkFNQgYIx9rVYP7Ecs6kTZ0GXW5ecNste7ClYXtYO53sx/jKgyhqroeiKVBZ4AZDL8Se0SHyIqyGDIDjIJbNRm3pFNTIEQKmCMwQ7ThLUy/oYe6wZL2zmfnTYp6bEEIIGSjUxnL41r8Oef9qMCWxlRjRcJIe0phF0M26EELWkBSNkBDS0RlnnI0JEyYFt1966Xl8+OF7KT/P559/gv/7v2eD21dffR3mzeu9lARVVUfxwQf/i9nmxRefg8cTmBAhCAJOO+2MmO1lvwpXqw9M6/qTG47jYErTQ6ej7HqEDDYU1CRkgPAfjZ4LsyPeYEDWWeeE7NtUvxWKFrrEw+p0YGL5fqR53GBg8KuBL1MiL0LgYlcQzDJkQjCkQz/9PAjDpmJj/XdR27b4HCGFibINmVGfro60jkC2MfF8PIQQQkh/pLnt8G39EP7vVoC57Ml1xnEQiydBP+9SiEMngItT4I8Q0n2iKOL3v38AGRmBYpeqquL+++/Fn/98PxobG+Ie73a7sHLllzHb7N27B/fff29w+6yzzsUll/wouYF3w1//+mds3rwx4muffvoRXn75/4LbZ5xxNrKzcyK2DeTPlOFxd+/BjSDwMKfrIYp0bSNkMErqUca4ceNSNY4ew3Ecdu3adbyHQUiP07zehNpZFiwKKQ5U727EAfvh4DanaShurEWBrTG4z6/KYMfWu+njFAcyigZYCsdDN/5EcJIBu5v2weGPXJlV1VTYfe0zOE2iCQbRELGtwAmYnjcl/hskhBBC+imm+KAc3gSlcjvAklxnDoDPHgpp1ALwZnogSEhvyc8vwN/+9k/85jc3oba2BgDw3/++jRUrPsD06TMwffosFBUVwWLJAM/zcLlcqKo6il27dmDNmm/gcrVXFpckKaxi+DfffA2fzxfcrqmpxk03XZfQ2EaOHIlrrrkh6fe4dOkp+OKLT3HjjdfgtNPOxIIFi2C1ZqKhoR5ffvl5SGA2OzsH11xzfcR+GGPwuGUoshrx9XgknUDLzQkZ5JIKarIU3GwRQlJDV1gIf21tzDaCJQPWJScGtxljWFfT/oRV7/dhZE0FzN72KuQa0yBrgWXtOj72TQPjeGRNPB26EXPAcRz8qoytEZa1t7H57GBoy5nDIcsQ/UvXhOwxMEvRl6UTQggh/RVjGtTqPVAOrgeTE3tIGQtnyoA0aj747BL6sk/IcTBy5Cj861//hz/96X6sWvUVAMDv92Ht2tVYu3Z1Qn0sXrwE11//a+Tk5EJVo+eYjDZbMhK/3xe/UQKuvPJq2O02bN68EStWvI8VK96P2C4jIwOPPvoELJaMsNc0VYPbLUOL8d5i0Rsk6PQCXeMIGeSSTjrRly8iFHQlg4l56nS4du4E80deusGJIjJOOAG8Xh/ct99+EI3eZgBAlsOOEXVHIXRK+u07tuyc5zhIMXJp+iQduPEnwlo6N7hve+MueNXIN09+VYbD7wxuW3Rp0AmRiw/pBT0m5YyPem5CCCGkv1JtVVD2fQvN2Zx0X5yogzhiBoShE8HxsVPFEEJ6VmZmFh544GHs2bMbr776IjZuXIeWlpaYxwwZMhRLlpyEM888B6WlpeC4lEzaTjlRFPHoo0/g6aefxDvvvBXMndmG4zgsWLAIN910O/Ly8sOOV2QVHrfcve/rHAeTSYIo0TWOEAJwLInI39ixY/t8UJPjOOzevft4D4X0QzabG4rSvaUQxwNjDA1vvg73tu+g+XzgBQ4cODAwMF6Eadx45F1yKTgx8CzDp/rx1v73IMselNRXI68l/MuUoinBoKRBMECM8gWpKd2KmiFlOH/MsmBg0iW78db+90LyZXZU66qHWwncAHHgUZI+BEKU/ucWzMS47NFd+wchpAdlZZkhCDxUVUNzsyv+AYSQQS3SNUPzOKDsXwO14XCcoxPAAULROEils8HpjMn3R3pVff1RaJoKnheQlzf0eA+H9BDGGPbv34vKykq0tNjR2uqAXq9HeroFubl5GDNmLDIyrMH2gsAHg5qxZmr2loULZwZ/fuON/6GwsAgA4PF4sGnTetTV1cLj8SA3Nw9Tp05Hfn5BxH78PgVeT2LFTTvjeQ5Gsw6CQPkzCemsr1wzUvGZJooCMjMTW6WZ9ExNmg1JSN/AcRxyzl0Gu9UK965d4GUvOJ4Dr9NDLB0N66LFwYAmAGyp3wbO3YIJNRUw+sKXujGw4CxNgRMiBjQ1jkN5XhEaMrKwqGhmyEzLLfXbogY0PYo3GNAEAKveEjWgadGlY0zWyMT+EQghhJA+jil+KOVboFRsA7TkH57ymYWBvJnpkYtwEEL6Bo7jMHr0WIwePfZ4DyWljEYjFi48IW67toJAsr971z1RFGA0SeD4vjupihDS+5IKau7ZsydV4yCEpACv1yPz5FNhmT0HeqcNgiRAtGbBJZlDZlXbPDY0Hl6HifVV4LXIT3HkjsWBIiw79+j0OFA0DB69AXnGHJRlDG/v32vHfvuhiP0yBjR7bcFtgRORobdEfU8z86eC5+hpLCGEkP6NMQZv5W74tnwF5nPHPyAOzpgOaeQ88Lkj+vTKKUII0TQGj8vf7dljOr0IvUGkax0hJEzSMzUJIX0Lx3EQM6zIGDEkuNTN3WF5rCb7Ub7hVYxorIzah8Y0+I8VB5J4KSyo2JCRhfK8Imh8YP/cwpkhNxkb6rZE7dslu+DrkGcz05ARNWiZZ8xBSTotwyKEENK/yc01cO9cCb+tBsyX5OxMQYQ4fBrE4ingBLqVJ4T0XYwxyH4VPq/S7RWeRpMESUfXOkJIZHR1IGQQ0Vob0bjpLUjNFTHbtS0758CFLClXeR5H8oegydJepXxM5ihkG7OC29XOWlQ5ayL2yxhDs9ce3NbxOqRLaVHHMatgGj2RJYQQ0m8xrxPywXWw2w6l5PNMKBwdyJtpiP7ZSQghfYGmavB4ZKhK92ZnchwHk1kHQaQVW4SQ6CioScggwBiDWrUTvn3fwuaIPkMTABRNDebC1Ak6cAh8CXPrjThQVAKvrr16ul7QYXre5JDzxJql6fC3QmHticGzDJlRv+QNt5Qgz5Qb/80RQgghfQxTZSjlW6FUbAVUFYI+uSq9fEZeIG9mRngVYUII6UsYY/D7Vfi6WQwICBQ8MZp14Cl/JiEkDgpqEjLAaX4v5O2fQG04DLvXBkVTorZlYPAfWxoucDwkPnCJqLNmoyK3EIwPfVI6I28qDGJ7kPNgy5GQfJkh42AabD57cNsoGmEUDRHbcuAxI39KQu+PEEII6SsYY1Br90E5uC41eTP1Jogj50LIH0UrFwghfZ6qavC65aQqL0s6AQajRNc8QkhCKKhJyAAmN9fAvv4DqHYbZE1Gi98Ru70qQwsWB9JD5QUcKhgKW3pGWNtsQxZGZZYGtxVNweb676L2bfO2QGNtNzgcsgzWqDcr47JGwaJLj/PuCCGEkL5DtVdD2bcaWmtj8p3xAsRhUyCWTAUnhhfrI4SQ3vbNNxujvsYYg9+nwOeNPnkiEXqjBJ1OoIAmISRhFNQkZABijMF9YBM8e1ZD0wJLyZu8tpgJujXGOhQHEuE2puFAUQn8UuQvU3MLZ4QU+NndvA8uOfKsFEVT4OgQUE2TzNAL+ohtJV7ClNwJsd8gIYQQ0kdo7hYoB9ZCbTickv6EvFKII+eCN1pS0h8hhPQkVQnkztSSmJ3JcRyMJgmilFyqDkLI4ENBTUIGGOb3wL/rS2jOquBTTrfihjtKwLFN27JzDhwac4pQlVsERHlKOtI6IiTfpVfx4ruGnVH7bvbawY7NAOXAIdNgjdp2Su4EGKIsSyeEEEL6Cqb4oBzZDKVyO6B1/8t8Gz49G+KoBRAyi1IwOkII6VmMMfi8Cvy+5GZn8jwHo1kHQaCCQISQrqOgJiEDiOZugX/z/8B8LuBYUQLGGJo8kfNctlE1FQpT4ed5HC4cBjWzIGpbiZcwM39qyL7vGnZC1iInA/cpfjhlZ3DborMEc3V2ZpZMGJc1OuZYCSGEkOOJaRrU6l1QDm0Ek71J98fpDBBLZ0MoGguOoy/1hJC+T5FVeD0yNC36KrBEiJIAo4nyZxJCuo+CmoQMEEz2wb/1/UBAswObxxE14NjGp/nRpNdhR04ecqz5iHVbMS1vEoyiMbjt8Ldid/P+yGNiQJO3ObjNcwKshvD8nG2m502BGCXgSQghhBxvalMF5P2rwVz25DvjOIjFkyCOmAFOjJyShRBC+hKmMXi9MmS/mlQ/HMfBYJQg6Wi5OSEkOX0meiDLMnbt2oWtW7eisrISDocDDocDHo8nZh7ARFx22WU4+eSTUzRSQvomtW4/mKc1ZJ+iKWiOM0vTr8nYk27CPksaCtNyYz4pteozwmZSbqr7DgyRl915FDe8apCp7DEAAQAASURBVPsslkx9BoQos1CyDJkoyxgec6yEEELI8aA5myEfWAOtqTIl/Qk5JRBHzQdvsqakP0II6WmyrMLrlpP+bi7pBOgNEnieZmcSQpJ33IOa27dvxwsvvICPP/4Yshx7NllXMcbAcRxOO+20lPZLSF+kNpaH7Wt0NXeoOB7OJwhYZTWi0SAhTTLDGCeX5dzCmSHFgerdjTjiqIjYljGGJm97QFXkxZgVzWflT6OlJ4QQQvoU5vdAObQBSvXuwPKDJInp2cC4WRCyi1MwOkII6XmaxuDzyJDlJGdn8hyMRioGRAhJreMW1HQ6nbjzzjvxySefAEDST3wIIaEBQa/sRYuvNUpboMWcjrUZJtg0DzjwyDJkxux9hGUYCs35wW3GGDbUbYnavtXvDFn2nqXPjBq0HJpWhKK06Hk8CSGEkN7ENAVq5Q4oRzaBKck/dOd1JqSNnwfd0PGw2ZPPw0kIIT2NMXYsd6aS9Hd1nU6E3ijSBAZCSModl6DmkSNH8POf/xxVVVXBCyRd4AhJDm9MDy4CZ2CoczVFbMc4DkdzCnAoPQ02dx2AwLLwWLksRU7ErIJpIfsqWo+i3t0Qsb3GNNh89uC2XtDDLJmi9t+58BAhhBByPDDGoDUchnxgTVhKl27heYjFk5A5bREkgxGqmnyVdEII6WmapsHrVqAoyc3O5HkOBpMEUaTZmYSQntHrQU2n04lrrrkGR48eBRAazOzqE6BkjiVkoBGKJ0Gp2gmwwCxJn+LrPHkTPkmHA4UlcBqMaHLWAAhUM7foLTH7npw7ISQoqTENG+u2Rm3f4nNAZe03QdmG6LM0R1vLkGmwxn5zhBBCSA/THA2Q96+GZq9JSX9CXinEkXPBGy3gJSoERAjp+xhjkP0qvF4l6ZQbOr0IvYFmZxJCelavBzV///vf49ChQ2EByYKCApx++umYNGkSsrKycPnll4PjuGBezLvvvhsjRoxAS0sLbDYbdu3ahY0bN+Lw4cMAEGwriiKuuuoqzJ07N9j/sGHDevttEtLreJMV0pjF8O7+Cs1eW1hA05aWgUMFQ6AKIhw+B/yaH0Ag4MjHuNlI16VhYvbYkH37bAfh8EeewaJoKuw+R3DbJJpgiJKrU+RETMubnMjbI4QQQnoE8zohH1oPtWZfSvrjLbkQR82DYC1KSX+EENIbVFWD1yNDVZKbUc4LPIxGCYIYuTgoIYSkUq8GNcvLy/H+++8HA5ptsysvu+wy3HzzzdDroz/FnjhxIiZPDg9+bNq0Cc8++yy++OILcBwHRVHwz3/+EwaDAVdddVXPvBFC+ihxyHjsa62Ap8KOTK8LGsfBozfiaEY27OZ0gOOgaipsXjuAQMDRFGNZOADMKZgJgW9fMiKrMrbUb4va3uazd6iGzsXM1TkhZyxMkjHh90cIIYSkClNlKOVboVR8B6hK0v1xejPEstkQCkbTzCRCSL/BGIPfp8LnTT5/sN4gQacX6BpICOk1vRrUfP7556FpWsgMzJ/85Cf4zW9+0+0+Z8yYgRkzZuC9997D8uXL4Xa7oWka/vKXv0BVVVx99dUpfAeE9G1NHhu+U5uBIcOh04nguMDKEb+//ctas9cGDRo4cMiOUxyoOH0IitNDZ5psb9oNr+qL2N6v+tHaYQanRZcGnSBFbGsQDZiUPS7Rt0YIIYSkBGMMau0+KAfXg/lcyXcoiBBLpkAcNhVclM88Qgjpi1RFg8cjQ0sy368g8DCYJAgCzc4khPSuXg1qfvPNNyFPbUpKSnDTTTelpO9zzjkH+fn5uOqqq+Dz+cAYw+OPP47JkydjwYIFKTkHIX0ZYwzrajfGbONVfGiVnQCADL0FUowvXwInYE7BjJB9btmNHY27ox7T7LUFf+bAw6q3Rm07LXdSzPMTQgghqabaq6HsXwPNEbnQXVcJhaMhlc4GZ0hLSX+EENIbGGPweRX4fcnOUudgMIqQdDQ7kxByfPTao5T6+npUVlYCQHCW5qWXXgqdTpeyc8yePRu33XZbsH9N0/D73/8emkaVJsnAV+OqQ12UauRAYMZmk7cZACBwIqz6jJj9TcwZh3Rd6Je0zfXbQgoAdeRRvHArnuC2VW+ByEeudJiht2B0ZlnM8xNCCCGponkc8G//GP5N/0tJQJO3FkI/63vQjV9KAU1CSL+iKCpcrb6kA5qiKCDNooNOT8WACCHHT68FNXfvDp/ddfrppyd8fKKByUsuuQSjRo0KbldUVODTTz9N+DyE9FeHWo7EfL1VdsJ3bNl4oDhQ9D9/s2TGpJzxIftsXjv22w9FbM9YYOl7G4ETkBGjovrM/Kkxz08IIYSkAlN8kA+sgW/ta1DrDyfdH2dMh27SqdBNPxe8JTcFIySEkN7BGIPXLcPt9EPTul/ZnOM4GEwSjGYJPE/384SQ46vXrkI2my1kOysrC/n5+Qkf7/V6E2rH8zzOPffc4GxNAPjoo48SHygh/ZRTjp4XTGVacGm4QTDAHLc40HRIfGh2io11W2Oe26+159nMNFijBi0LTHkoThsS8/yEEEJIMpimQTm6E77Vr0Ip/w5IctUOJ0qQRs6Ffu7FEPJKaVYSIaRfUWQVzlZfSJ797hAlAeZ0/bHc/XQdJIQcf70W1LTb7SHbhYWFMduLYmhAxe/3J3yuhQsXBn9mjGHDhg0JH0tIf6UToqdysHnt0JgKgEO2MSvmTUiRuQAl6UND9lU7a3HUWR2xPWMMtg65NCVeh3Qp+lK8WQXT6CaIEEJIj1GbKuFb/wbkvavA5MQeikfFAeKQ8dDPuzRQCIjv1XT0hBCSFE1j8Lj9cLv8YEnOzjSadTCZdeB5uo8nhPQdvRbU7DjTkuM4pKenx2xvNptDtjsHRWMpKCgI2W5qakJra2uU1oQMDCMsJRH3+xQfHH4HgEA1cn2M4CcHHnMKZ4QEHRlj2FC3JeoxLX4HFNb+1DfbYI0atByRMQw5xuyY74MQQgjpDs1lg2/rh/Bv/QDMZYt/QBx8djH0sy+CNHYxOJ0xBSMkhJDeI/sDuTNlf+R8+G22bduCM89ehDPPXoSf/uz7Ya9LusDsTEmKnCufkP7uvvuWY+HCmVi4cCaeffap4z0c0kW99rjZZApd7qoosae+m81mOByO4HZtbW3C57JYwnP51dfXxw2kEtKfDbMUI9eYjQZPU8j+eldgW8frkGXIjNnHhOwxYQWEDrYcCalq3pGqqbB7W4LbBsEAoxj5ix/P8ZiRNyXu+yCEEEK6gvk9UA5vhFK1K5DkOUmc2Qpp1HwI2ZEfFhJCSFcdPHgA69atxsaN61FbWwO73Q6Xy4m0tDRkZFgxatQYTJw4GSeeeBJycpLL16tpDF6PDEWOHcyMh+c5GIwSRApmptTChTNjvm40GpGWlo6SkuGYMGEiTj/9TJSUDO+dwRHSD/VaUDMtrX05KmMMTqczZnur1Yrq6vblrhUVFQmfK9KszERzchLSX/Ecj9OGLcXKqjWoaD0KAHD4nPAoXhhFI3KN2TGL8xhFI6bkTgzZp2oqNtdvi3qMzdcCDe15yrKNmVFnaY7LGh1WTZ0QQgjpLqYpUI/ugHJ4M5iSeJqiaDjJALF0FoSiceCo+AUhJAX27NmFp556Ehs2rIv4ektLC1paWlBRUY7PP/8Ejz/+KObMmYef//xqjB8/PuIx0TDGIPtV+LwKWJIPeHR6EXoD5c08HjweDzweDxoa6rFp03q88MK/ceaZ5+DGG2+ByWSO3wEhg0yvBTWHDAktDNK5cFBnI0eOxK5du8BxHBhj2LIl+vLXzvbt2xe2z2ikZUNk4JMECSeVLEar3wk7mvD5oW9QkjEEvBb/Ceus/GnQCVLIvl3Ne+GKUoBI1mQ4/O0PENKkNOgFfcS2Ol4XFjAlhBBCuoMxBq3hMOQDa8E8jvgHxMNxEEsmQxw+HZwY+XOMEEK66sUXn8PTT/89LMBotVqRm5uH9HQLWlsdaGpqQnNzYGWVpmlYs+ZbrF27Gvfeez9OPfW0hM6lqRo8HhmqklxRNAAwp+khiPRgpzeUlpYhJycvZJ/H40J5eTkcjvbVcB9++B6qq6vw6KNPQKeLnkqMkMGo14KapaWlIdt1dXVwOp0hMzg7Gj16dMj24cOHUV5ejmHDhsU916effhq2z2q1Jj5YQvq5dF0ajjoroBMlMIa4lQ7zTLkozQj92/IqPmxr2Bn1mGaPHUDgJo0Dh0yDNWrbKbkTYubyJIQQQhKhORogH1gNzVaTkv6EvBEQy+aCN2XEb0wIIQl6+OEH8e67bwa3dTo9LrzwIpxyyhkYNWp0WPsjRw5j1aqv8eabr6GpqRGMMTQ1NcY9D2MMfr8Kn0dOybh5nqOAZi+65JIf4cwzzwnbzxjDmjXf4pFHHkRdXSAN39atm/H666/gRz/6aS+PkpC+rdeuWLm5ucjMDM3nF2lGZZuZM0NzTTDG8Oyzz8Y9T2VlJd58882QqfLZ2dnIysrq4ogJ6b/svhZsrY0ekOxsbsHMsOUl3zXsgF+LfIPkVXxwKe0zOC06C6QoFWHTJDPGZYXfvBFCCCGJYj4X/Lu+gG/jWykJaPLpOdDNOBe6SadRQJMQklLvvvtWSEBzxIhSvPzyG7jmmhsiBjQBYPjwEfjxj3+K//znXVxxxS8gCPFXWamqBrfTn3RAkxdoiXlfw3Ec5s9fiMcffypkyfkbb7yadGoBQgaaXn0MM2vWrJA/wnXrIucWAYCpU6cGl6y3LUF/44038Prrr0c9pq6uDldffTU8Hg+AQCCU4zjMmTMnRe+AkL6PMYZ1NZugJfiBNzZrNLKNoQ8cWv1O7G7eH6V/oKlD4SCeE2A1RP9COCN/KgSeEowTQgjpOqbKkA9vhHfNq1Br9rUtEOg2Tm+CNP5E6GZ9D4K1KDWDJISQY44ercRjjz0a3C4pGYYnn/wXCgsTu94YDAZcfvmV+MtfnkRmZuRJOYwx+LwyXK0+qGpyy831RgkGoxS/ITkuioqGhMzkbGpqwuHDh47jiAjpe3pt+TkAzJ49G5988kkwSPnFF1/g6quvjtr+/PPPxxNPPAGO44LH3HPPPfjss89w7rnnoqysDCaTCfX19Vi5ciVeffVVuFyusBlnF154YU+/NUL6jIrWo6h21UKni//nrRf0mJY7KWz/prrvwBD5JsmtuOFT2wtvWfUZEKIUIMoxZmOEharHEkII6RrGGNTafVAOrgfzRc7t3CWCALFkKsRhU8EJ9AWeENIzXn75Bfj9PgAAz/O4447lsFi6Pht8+vSZEITw+2tVCeTO1FQNqqpi5crPsWbtKhw4sBc2uw08z8FqzcLYMeOxYP4SzJu3KGKxH0HkYTRK4COco01NTTX++9+3sWbNN6itrYGmacjNzcOMGbNx8cWXYujQ4i69J7vdjo8//gBr165GRUU5bDYbdDoJOTm5mDZtJk477UxMnBj+vaSzCy88B7W1gRn7jz32T0yfPhNutwuffPIRvvzycxw9WoHm5ibIshx8vafG0hsmT56KN998LbhdU1ON0tKyuMft2rUDn3/+KTZv3oCGhga4XE6kp1swdGgx5s1bgHPOOT9uir7Nmzfi+ut/CQAoKCjEm2++ByCQLuHDD9/D+vVr0dhYj5aWFuTnFwRfb+PzebFhwzps3LgB+/btwdGjlWhtdUAQBFgsGRg5chRmzZqLs846FyaTKe57uu++5Vix4n0AwOWXX4krrvgFAGDdujV47713sXfvHjQ1NcBoNGLYsBFYsmQpli27MKV5SH0+H+6557f45puVAAC9Xo8//OEhzJ+/MGXnIF3Tq0HNJUuW4I9//GNwe+fOnTh69CiGDh0asf0VV1yBt956C7W1gTwSbYHNVatWYdWqVWHt22aBtrXjOA7Tp0/HvHnzeuDdENL3yJqCdbWbE24/I28KDJ2KIjS4m3DYUR6xPWMMzR1maYqcCIsuPWr/s/KnUdVEQgghXaLZayDvXw3N0ZCS/oTC0ZBKZ4MzRM7jTkh/o7a2wrV9G+TGBqhu9/EeTp8jmEyQcnJhnjQZQnr0+9RUs9ls+PjjD4Lb8+cvTFlgLDA7U4HfF8iTv//AXjz66H0orzgc1tbjqUJNTRW+/OpTjBkzHrfcdBeGDDkWgOQ4GAwiJJ0Q8x59xYr38cgjD8Lr9Ybsr6goR0VFOd5//1389re/w6mnnpHQ+F9//RX8+99Pw+l0huz3+31wOp04cuQw3nnnDZx66hm4/fY7odcbEuoXAHbv3onf/e4O1NRUHfex9IT0Tr/DLpczSssAm82GRx55AF999UXYa83NgaJU27Ztxcsvv4AbbrgZZ5xxdpfG8+KLz+OZZ/4BVVVjtvv004/w5z8/ALc7/MGkLMvwer2or6/D6tXf4Lnn/oU77rgHCxcu7tJY3G43Hnroj/j8809C9vv9fmzbthXbtm3Fu+++hb/+9e/Iy8vvUt+RuFxO3H77Tdi6NfB9Oy0tDQ899BdMmTIt6b5J9/VqUHPo0KGYMmUKvvvuOwCBi/MLL7yAO+64I2J7o9GI5cuX41e/+lXwj6YtYBlJ5wtzRkYG/vznP6fwHRDSt21v3BW1WnlnOYYsjMoMLeDFGMOGuuhBUYffCblDns0sQyb4KDdExelDUGDOi/gaIYQQ0pnmcUA5sBZqfWqW1vHWAkij5oO30GcRGTg8hw6h5esvweTUFIYZiFSHA/7aWrj37oF1yYkwjCiNf1AKbNiwDn6/P7h99tnLUtKvoqhwtfqgaYHvwLt2b8fv7rk1JFiUlpaO4uJhYBpDReWR4Gt79+7Cbbdfi/vv+yvKRo6EwSiB52NPOPjoow9w333LAQQKHJWWlsFoNKK6uipYtEaWZfzxj/dgyJBiTJgwMWpfmqbhz39+AO+9905wH8dxGDq0GDk5ufD7/Th06CA8nkBw/pNPVqCmphp/+9s/EppdV1V1FE888Re4XIH3O3RoMXJz8+B0tqK8PHSSRk+Ppad0rIIOIOaMxurqKtx007U4erQyuE+v12PEiDKYzWY0NzfhyJHDYIzB6WzFffcth8vlxIUXXpLQWF555QU89dQTAACdTocRI9pWztZB00JX+VVVHQ35Hc3MzEJBQSFMJjP8fi8qKytgt9uD7/GOO27B/fc/nHBgU9M03HXXbVi/fi0AIDs7B0OHFkPTVBw4sD+YkrCiohy33fZrPPPMCxDF7oe/bDYbbr75Ouzbtyf4fh555DGMHj22232S1OjVoCYA/PznP8cnn7RH0jte+CM54YQT8Kc//Qm33npr8A8l3swvxhhycnLwj3/8A0VFlC+JDA4u2Y0djbsTbj+ncCb4TsvGK1urUOeOPDNGYxrsPntwWy/oYZYif6hy4DAzf2rCYyGEEDJ4McUH5cgWKJXbAC25/HAAwBnTIY2cBz53BK0WIAOK2tpKAc0uYLIM+1dfIjcnt1dmbG7btiX4M8/zmD59RlL9McbgccvweZXgpB6nsxUPPHhPMFhkNJrwiyuvx9KlpwUDNn6/Dx98+C6e/7+nIct+2OzNePBP9+C5516OG9BsabHjT3+6HzqdDldeeQ3OP/9CGAztMxXXrPkG9957F5xOJzRNw5NP/hV///szUft7+eUXgkFEjuNw4YWX4NJLf4zc3PaHTbIs44MP/osnnvgrvF4vtm//Dv/85+O4/vqb4/4bPf74X+B2uzBr1hzceOOtGDZsePA1h8PRq2PpKVu3bgnZHjEi8tJzv9+PO+64NRjQzM7OwTXXXI+lS0+BJLWnXamvr8OTT/4tOLvxiSf+iokTJ2Ps2PExx2GzNeOpp56EIAj42c+uwve//4OQAGtV1dGQ9hzHYdKkKTjjjLMxf/5C5OTkhvX53Xdb8eSTf8WuXTugaRoefPD3eP31/4YUR4rm3XffREtLC4YPL8VNN90WkmbA5/Pin/98Em+88SoA4MCBffjoo/e7/aChtrYWv/71NaisrAAA5OcX4C9/eRIlJcO61R9JrV4tFAQAp5xyCv785z8H/7d8+fK4x5x55pl44403MGXKFDDGQv4HIGz7rLPOwltvvYVJk/pGHgxCesOhliNQWexlAG1GWUuRZ8oJ2acxDRvrtkY9xu5rCek/y5AZ9cvi6MyRsOqpmiwhhJDomKZBOboTvjWvQinfmnRAkxMlSCPnQj/3Ygh5pRTQJAOOa/s2Cmh2EZNluHZs65Vz7dnTPrmguLgkocBMNLKsorXFC59XCdn/yqvPo6kpMAFBFEUsv+chnHrqWSEz0HQ6Pc5fdjFuvfmu4L7y8sN4/fVX4p7X4/FAlv24774/4wc/+FFIQBMA5s1biN/+9nfB7W3btoYFs9pUVJTj2Wf/CSAQ4Prd7/6AG264OSSICACSJGHZsgvx5z//LVj1/a23XkdNTXXc8brdLsydOx9//vPfQgKaAGCxWGCxWHptLD2hquooPvro/eD2qFGjMWRI5NR9L774HA4c2AcAKCwcgmeffQmnnXZmSEATAPLy8nHvvffjnHPOBwAoioJ//OPxuGPx+XxQVRV33rkcP/nJFWEzRjuP66KLLsU//vEszj33/IgBTQCYMmUqHn/8KUyYEIjb2O12rFjxQcS2nQUCmiPwj388G5Y3Va834IYbbsaCBYuC+xLtt7Py8iO45porggHNtnNSQLPv6PWgZneNHz8er732Gt566y386le/wpIlSzBx4kSUlJRg4sSJWLp0KW677TasWLECjzzyCPLzk8+ZQEh/UuWsTaidjpcwI8Isyn22g2jxO8IPAKBoClp87a+ZRBOMYuT8MiIvYlpe9GUohBBCiNpUCd/6NyDvXQXm98Y/IBYOEIeMh37epYFCQHyvL0QipFfIjanJMzvYyA298+9mt7fnnc/PL+hWH5rG4HH54XH5g8vN23i9Xnz22YfB7bPPugCTJk6N2A/Hczj1tNOwdOkpwX3vvvtW3DyIAHDmmedg3rwFUV9fvPhEFBQUBre3b/8uYrvXX38FiqIE+zzllNNjnnfatBnBQJuqqvjvf9+OO1ZJknD77XfFXVbcG2NJJcYYVq/+Btdd94vgMmqO4/DLX14Xsb3X68Vbb70e3L7rruXIycmJ2LbNDTfcjIyMwCSUTZs2oKLiSNxxzZ+/MOE8qkajMaF2er0eV111TXD7m2++Tug4ALj11jvCco52dPHFPwz+vHv3zuDvQKL27NmFX/3q56ivrwMAjB07Hk888a+U5OckqdPv7vomTJiACRMmHO9hENLnRKtA3tnUvMlhAUlZlbGlPvpT7GavHQxtN1YcsgyZUdtOyhkPo5jYhxghhJDBRXPZIO9fA62pIiX98dlDIY2cDz4tKyX9EUJId7W0tOc+NJu7VpiMMQa/Tz02MzNy/YjtO7bCeaxIDMdxOO/cCyO2k3QiDEYRHMfhoosuxRdffAoAqK2twf79+zB27LiYYzn33Ativt62rLitAnl5+ZGwNpqm4dNPPwpuX3TRpTH7bHPqqafj3XffBBAItMUzb97CsNmWx2ss3fHaay/hs89Ci9x4PG6Ulx8JyaUpCAJuuOEWzJkTuQDymjXfBNuPHj02ocI1BoMBixefiPfeexcAsGnTRpSUDI95zLnnnh+33+4YP759QkzHGc+xDBs2PO77nDBhEnieh6Zp8Pv9qKmpRnFxSUL9b9q0Ab/97S3BVA/Tp8/Egw8+ktQMbNIz+l1QkxASWabBiqPO2EsjMvVWjMsaFbZ/e9NueFVfxGN8qh9Oub3KnkWXBp0gRWxrEo2YkE3JkgkhhIRifg+UwxuhVO0CohR87ArObIU0ch6EHFr+RQYPKScX/trEVuaQdlJu5KWvqSbL7bUiOi/5jUWRVXg9ctjMzM727t0V/Hno0BLk5xeGvM7zHAwmCaIoBPdNnDgJGRkZwYDrrl07YgY1JUnCmDHx7+VzO/ybdq4iDgRyGLYV77FarSgrGxm3TwAoLW1vd+DAPjDGYqYSmTx5Stw+e2ss3XHo0EEcOnQwZpslS5bi8suvijnu777bGvx5xoxZCZ+/Y37OtgI4sUyePDXhvjuqrq7Cpk0bcPDgfthsNng8bihK5FnDra0OeL3esNQHnbUtWY9Fr9fDYskIzqJ2OlsTGu/KlV9h+fI7gvVfFi06Affe+8BxLRhFoqOgJiEDxPisMdjVtDdqXk0OPOZFKA7klt3Y2Rj9Q6zZ076UhgMfM1fmtLzJkGjZHyGEkGOYpkI9ugPK4U1gSuzikIngJD3E0lkQisaD4/tNFiVCUsI8aTLce/dQXs0u4CQJ5omTe+VcaWnpweCJyxUe6OtMUzV4vQoUObGc+DU17bkrhw8PLRaj04vQG8SIQbfS0pHYsmUTAKCqqjLs9Y4sloyEKkTr9e0BJ58vPIVIx0Cd3y/jppsiL5uORZZluFwupKVFn/UaLb/k8RhLT9m1a2dYBfTODh9uf4+rV6/CwYMHEuq7sbE++HNbJfJo0tLSYbF0rWZCefkR/O1vD2PDhnXB+ieJcDqdcYOa2dmxl9e36diP1xs/3c23367CCy/8O5iq4YwzzsZvfnN3MMcq6Xso+kDIAGGSjDixeBG+qvwGCgvPF7JwyBzkm8OXZ2yp3x6xPQC4ZQ88qie4bdVbIEYJWmbqrRhpHdHN0RNCCBlIGGPQGg5DPrAWzBM5X3OXcBzE4kkQR8wAJ+qT74+QfkhIT4d1yYmwf0UV0BPBSRKsS07slcrnQKAwTVtQs7U1+oywwFJzJawIUDzODoFSS3qgAA4v8DAaJQhi9Ic8GRnW4M+xxgV0bYZpm0jBqo5BOLfbhfXr13S5XyAQ3IoVSExkKXBPjOXAgf34+98fi9k+KysLd911b8w2d9xxD84885zgtsfjQV1dLb755mu8/vqraG5uQn19HW699QY89tg/Q5Zpd9Qx9UF5+ZGIKQHiiReI71wYKJ6tWzfjlluuTyiQ2FnHWc/RJBJ87yyRwGrHGasZGRm47rqbKKDZx1FQk5ABpDi9COeUnYZ9toNoVpogiQKseivKTGURZ1javHbss0de8sAYQ7O3fZamwAnI0Fuinntm/tSwWaCEEEIGH621AfL+1dBsNSnpT8gdAXHkXPCmrs0QIWQgMowoRW5OLlw7tkFuaIDqdh/vIfU5gskEKTcX5omTey2gCQBFRUNQUVEOADh8+FDY64wxKIoGr0cGi7PUPBK5QyBbFCXoDSJ0+sizMzvqGKhsW07b09qK2ySLMS3m64ksB++JsTgcLXGDox2LKSXKaDRi+PARGD58BE4//Sz88pc/Q21tDbxeL+699y4899wrEYOLXm/y71HTYv9b811YHeFyOXH33b8JBjRNJjPOOutczJ49B8XFw5CVlQ29Xh8SLFy4cGa07nrV9OkzsWPHdvj9PrS0tODmm6/DX//6ZJfz5JLeQ0FNQgYYqz4DswumIyvLDEHgoaoamptdEdturNsatR+n7IJfa7/xyTRYowYtC80FGJLW9Q9uQgghAwfzuSAfXAe1dl+0OhddwqfnQBw1H0JmUfKdETKACOnpsMSoTk2Oj8mTp2Lt2tUAAnkBKyrKUVISyPurqhp8HhmKEjtwFIu5w6xEWfFCb0hsVmVboRMgsIS4N3ScXTliRClefPH1GK0Hz1i6IicnF8uX34drrvk5NE1DVdVRvPjic/jFL34V1rZjwO2aa27ApZf+uDeHGuaDD/4Hm60ZAJCebsHTTz8fs0BPx9/R423KlGm49NLLcMcdt8Dv92P37p246abr8Je/PEFFgvqoXg9qHjx4EM3NzcFtnucxY8aMlPTd2tqKPXtCcwOOGjUKVqs1Jf0TMpDUuOqiFhbSmIZmrz24LfES0qXoT6dm5U9LeeJsQggh/QNTZSgV26CUbwHUri2njITTmyCWzYFQMJo+Wwgh/ca0aaHfab/44lP85CdXwOdV4Pclf23MyMgM/txWeTwRVVVVwZ8zMzNjtEydzMzs4M82my1Gy57XE2OZPn0mvvlmY0r6imXixMk4/fSz8OGH7wEA3njjVXzvexcjJyc0n2RWVlbwZ7u9Gcfbhg3rgj9///uXxK043tDQ0NND6pK5c+fjvvv+hDvvvA1+vx87d27HzTdfh0ceeaLLy/BJz+vVtaKapuFnP/sZLrvssuD/XnjhhZT1r9PpcMMNN4T0/49//CNl/RMyUDDGsKF2S9TXW3ytUDvk2cw2ZEb9YlmWMQLZxt65QSKEENJ3MMag1O6Db81rUA5tSD6gKQgQR8yAft4PIBaOoYAmIaRfmThxMkaMKA1uv/e/d9Hc1JqSgKYo8pgwcXxwe9++vVCU+P22traisrI8uD169Jikx5KICRPacz/a7TZUVR2N0XrwjKU7Lr/8yuAyba/Xi5deej6sTcdK4Dt37uitoUVVV1cb/Hns2PExWgbs2LGtJ4fTLfPmLcQf/vBQMH3D9u3bcMst16csnQFJnV4Naq5cuRJ1dXVgjAWTtP7yl79MWf96vR4/+clPgv0zxvDuu+/2Wu4QQvqLQy3laPJGfoqnairsvvZk0wbBAKNojNhW4ARMz++dipKEEEL6Ds1eC//GtyHv/ALMl/yyMaFgFAxzfwCpdBY4oeuFKggh5HjjOA4/+EH7st+6+lq89NKz3epL0zTU1FSBFziY0/QwmnWYOnV68HWnszW41D2Wzz//OFjFWRAETOylSvD5+QUYPry9gOhHH33QK+ft62PpjsLCIpx22pnB7ffeewdNTY0hbWbPnhv8eceObTh6NHaV+56WSMC9oxUr3u+hkSRnwYJF+MMfHgwWJdq2bStuvfWGbhU/Ij2nV4Oan3zyCYDABZ/jOIwbNw7jxo1L6Tm+973vgef54NN9h8OBNWu6V+GMkIFI1VRsqv8u6us2XwsY2vP9ZBujz9Icnz0GaRLlFiGEkMFC8zjg3/4JfJveheZIfrkYn5EP/awLoJtwEjgDJeEnhPRfmsaweNEpmDC+PXD41tuv4uNPuhawaW114Hf33IJNm9fAkmGEpBPAcRyGDRseEpR89tl/xgweud0uPP98e1B1/vxFyMzMito+1S666NLgz6+99jKOHDnca+fuy2Ppjssu+1lwtqbP58Orr74U8vr48RMxaVLgd0NVVTz66ENxC//0pOzs9uXx27dH/94JAF988Rm2bt3c00PqtoULT8Dvf98e2Ny6dTNuu+1GCmz2Ib0a1Fy9ejU4jgvO0jzrrLNSfo6cnBzMmjUreA4AWLVqVcrPQ0h/tat5L1xy5Fk1flWGw98a3E6TzNAL+oht9YIek3PiLycghBDS/zHFD/nAWvjW/gdqfXhV367ijOnQTToFuhnLwFvyUjBCQgg5Phhj8PsUuFp90FSG229bDoslA0BgxuXfHnsIf//HX9DSYo/Zjyz78e5/X8dVv/whNm/ZAFES0HlewWWX/Sz48/79+3D//feGVEVv43I5cccdt6KxMfDwSRAE/PjHP03qfXbVGWecjZEjRwMAPB43brzxGnz3XfT0V20OHTqAhx76Iz744H8DcizdMXRoMZYuPSW4/d//vgW73R7S5uqrrw8GPtevX4s777wVDkcLYpFlGV9//QWuuuqn8Pl8KRtvx1nFb731Og4ePBCx3bp1a3D//ctTdt6esnjxEixffl/w33fz5o24/fab4PNRYLMv6LVCQXV1daitrQ2Z8TV//vweOdeCBQuwbt26YAB1y5b4FyxCBgOv4sO2hp1RX7d5bWgrWcuBQ6Yheq7MqbkToRN0qR4iIYSQPoRpGtSaPVAOrQfzp+DmXZAgjZgOoXgSOL7X61USQkhKKYoGr0eGprbPisvJycWD9z+Ge+69DQ0NdQCA9z94G59/sQLTps3G1CkzkJOTizRzOpyuVjQ1NWL79i3YtHk9XC5nzPPNn78QZ555TrBwzCefrMDevbtx7rnno7R0JBhj2Lt3N959962QvIaXXnoZxo+fGK3bHiFJEu6770+46qqfoKWlBY2NDfjVr67EjBmzMH/+QpSUDIfJZIbH40ZTUyP279+LjRvXB2dRjhkzdkCOpbsuu+xn+Oyzj8EYg8fjwX/+83JIJfTJk6fi2mt/jb/97WEAwKpVX2PjxnNw8smnYurU6cjJyYUgCHA6W1FZWYk9e3Zh3bo1cDpbo52y28477wK88soL8Pl8cLtd+OUvf4bzz/8epk2bCaPRiLq6Wqxc+SW+/vpLAMA55yzDe++9m/JxpNKSJSfhnnvuw7333glVVbFp03r85jc348EHH4VeH3kSEOkdvXY3eehQ6FN9nU6H0aNH98i5Jk4MvWAfPty/ppcT0lO2Ne6EXwt/mgsAXsULl+IOblt0FkhRvnCm69IwJnNkj4yREEJI36A2V0LZvwaaMwWVVDlAKBoHqXQ2OF3kPM2EENJfaBqDzytD9qsRXx8+vBR/efQp/O2xh7BhQyAVmsfjwerVX2P16q/j9r906Sk48cSTIr522213wufz4fPPA6ndysuP4PHH/xK1rwsvvBhXXXVN3HP2hCFDhuLpp/8Pt99+E44cCcQDNm3agE2bNgzqsXTHiBGlOOGEpfjqq88BBGZA/uAHP4bFYgm2+f73L4HZbMbDDz8Av98Pj8eN9957t9cDhjk5ubj11jtw333LjwVh3XjllRfxyisvhrWdMmUabrzx1j4f1ASApUtPhqap+MMffgdVVbFhwzr89re34MEHH4FOR5N9jpdeC2oePRpaZay4uDg4fTfVRowYEbLt8XjQ1NSE7OzsHjkfIf1Bq9+J3c37Ir7GGNDktQW3eY6H1WCJ2BYAZuZPhcD3zN8vIYSQ40tz2SDvXwOtqSIl/fFZQyGNmgc+je7DCCH9G2MMfr8Kn1cJ3EDHkJWZjXvv+RN27tqGd975D7Zs3QiPxx21vdVqxdKlp+Ccc5Zh1KgxEITImeJEUcTy5fdhwYJFePbZp6JW8y4tLcNVV/0KCxcuTvwN9oAhQ4bi3/9+Cf/739t4/fVXUV1dFbWt0WjC9OkzcMopp2PRoiUDeizd8ZOfXBEMarrdLrzxxqu44opfhLQ588xzMHXqdLzwwr/x+eefxKzWXVhYhPnzF+KMM85O+WzD008/C2lp6fjb3x5BTU34v3N6ugXnn38hfvazq4L5KvuDk08+DZrGcN9990BVVaxfvwZ33HEL7r//YQpsHiccY3Guxiny/PPP48EHHwwuP582bRpeeeWVHjmX2+3G9OnTg8vPOY7DihUrMHz48B45HxmYbDY3FCXy09f+ICvLDEHgoaoamptd+KryWxx2lEds6/S7UO9pL/iQZciCVR85qJlnzMGZI06JWjyIkMGg898XIQMBk71QDm2AUrUr7pf1RHBmK6SR88Bnlwz6zwy6ZpBY6uuPQtNU8LyAvLyhx3s4JApFVgNLzbXuXR9VVcHefbtRV1eLVqcDsuxFenoaMjOzMGrUGBQXh14rBYEHxwUux6oavejLwYMHsG/fHthszQA4ZGVlYcKESSguLunWOHtaZWUF9uzZBZvNBrfbBaPRiMzMbAwbNhxlZSN7NcDVl8bSE2RZxq5dO1BZWY6WlhZomgaTyYyCgkKUlpahsLCox8egKAp27tyOAwf2weVyISPDisLCIkybNgOSJPX4+QeTRK8ZPS0Vn2miKCAz05RY226doRvc7tCnUj0ZxY7Ud+fzEzKYNLibogY0GWNo9tmD2yInwqJLj9rXzIJpg/7LKSGEDCRMU6Ee3QHl8CYwxZ90f5ykh1g6C0LReHB8r9akJISQlNM0DV6PAkVObrKDIIiYMH4ypk+fHqxongplZSNRVtZ/0kIVF5f0mYBrXxpLT5AkCVOmTMOUKdOO2xhEUTzuYyADW68FNTsGGhljsNlsMVonJ1LfFIQhgxVjDBvrohfLcvhboXTIs5llyAQf5e9lmKUY+abclI+REEJI72OMQWs8Ann/GjCPI/kOOQ5i8SSIw2eAkyhpPiGkf2urau7zKinpT9KJ0BtE8Dx9LyWEkFTptaBmRkZGyHZDQ0OUlsmrr68P25eWltZj5yOkLztir0StO/xvAgA0psHWYZamXtDDLEWe5s2Bx4y8qT0wQkIIIb1Na20I5M20VaekPyF3BMSRc8CbrCnpjxBCjidZVuFLYql5R4LAw2CUIIg0c50QQlKt14KaRUWh+RpsNhv279+PUaNGpfxc69evD9nmOA75+fkpPw8hfZ2mafi2YmPU1+3eFmisPd9GliEz6qzmsVkjkaGPviydEEJI38d8LsgH10Ot3QukIKs6n54DcdQ8CJlDku+MEEKOM1XV4PMoKcmrz3Ec9EYRkpS6peaEEEJC9VpQc8yYMWH7vvzyyx4Jan7++ech28XFxVSJigxKuxr2weZtifiaoilo8bcvNzSJJhhFQ8S2Ei9hau7EHhkjIYSQnsdUBUrFd1DKtwBq8kspOb0JYulsCIWjwXE0+4gQ0r8xxuDzKvD7UrPUXKcXodeL4GipOSGE9KheuwvNyclBSUkgCW9bVfLnnnsOTqczpedZt24dNm7cGFL5fPr06Sk9ByH9gV+VsaZyc9TXm712sOA0HQ5ZBmvUtpNzxsMQJeBJCCGk72KMQandD9/aV6Ec2pB8QJMXII6YDv3cSyAWjaWAJiGkX2OMQfYrcDp8KQloCiIPc7oeBqNEAU1CCOkFvXonetJJJ4Gx9rVOdrsdf/rTn1LWv8vlwh//+Mew/aeeemrKzkFIf7GlZgfcsifiaz7FD6fc/kAhXUqDTog8m9ksmTA+O3ymNSGEkL5Ns9fCv/FtyDs/B/O6ku5PKBgJw7wfQCqdDU6kFTCEkP5NVTW4XX543HLId9Tu4HgORpMOJrMOgkAPewghpLf06hX3oosuCuYTaZtJ+cYbb+CJJ55Ium+/349rr70W+/fvD8lZUlBQgMWLFyfdPyH9iVv2YEvNjoivMQY0e5uD2xx4ZBoyIrYFgOl5UyDyvZapghBCSJI0jwP+HZ/Ct+ldaI7kCzPyGfnQz7oAugkngzNQ4UVCSP+maQxetwxXqw+qosU/IA6dXkRauh6SjnJnEkJIb+vVoOaIESNw2mmnBZ+EtQU2n3zySVx//fWw2+3d6nf37t244IILsHbt2uAHSdvS8yuvvBKCIKTqLRDSL2xp2AZZi7yExqN44FG9wW2r3hI1aJllyERZxvCeGCIhhJAUY4of8oG18K39D9S6g0n3xxnSoJt4MnQzloG35KVghIQQcvwwxuD3KXC1+uD3J7/UXJQEpLUtNadgJiGEHBe9Pv3q9ttvxzfffAOXK7AMqi2w+emnn/4/e/cd31S5/wH8c5KTpDvp3nsALaMtewqICCpuvJefevVerwNFr4PrYDiu4gYVBb2K4nUPnCggiOwNpezSQhfdM03TtFnn/P6IDQ1Jm7Q5aZr2+369eJFz8uQ536SZ3/M8zxd79+7F9ddfj5tvvhmDBw/ush+dToeDBw/iyy+/xPbt22E0Gi36YxgGQ4cOxbx581x+nwjpS5TaJuQ3nodUav3y5nke9W2N5m0xI4ZcFtBpX6PDs+hLGiGE9HE8z8FYkQdD4UHwujb7N7BHLIEkIRviuGFgaKQ+IaQfMBg4aFv1MBqdH5kpEjHw8paAldDAGUIIcbde/6YaGRmJZcuW4eGHHzbva09EqtVqfP755/j888/h5+eHoUOHIiIiAv7+/vDy8oJarYZKpUJJSQny8vJgMJjOsHUc+dlOLpfjjTfeoIQMGXAOVR3t9LpmvRp6TmfeDvRSQNRJkYcYvyhE+UUIHh8hhBDhGBvKYCjYC07dYL+xPQwgjhoCSdJoMFIf5/sjhBA34zge2jY99DqjAL0xkHmxkMpomjkhhPQVbjn9fuWVV2LJkiUWRX06ThsHgObmZuzfv9/m7S9dyLnjhwrP85DL5VizZg1iYmKEDp2QPq2ypRpl6gqb13E8h8Y2pXlbIpLAX9L52mijwjMFjo4QQohQuJZGGM7tg7GuVJD+REHRkKROgMgvWJD+CCHEnXieh05nhLbNYFpQ3kkSiRgybxYiERUBIoSQvsRtc4puvfVWBAUFYfHixdBoNBYFhNp1VYXO1tkxnucxfPhwvPnmm4iKihI+aEL6MJ7ncbiLUZpNWhWM/MWz1EFegZ2eZU5VJCHQSyF0iIQQQpzE69tgKDoMQ9kpQX6oMz5yUzIzOI5GHhFC+gWD3oi2VgM4ToCp5mIRvLxZsCxNNSeEkL7IrQslzZ49G8OGDcMLL7yA7du3A7BMVjr65Zrnefj7++P222/H/PnzIZFIXBEuIX1auboSdW22px8aOCOUWpV520vsBR/W22ZblmGRHTbcJTESQgjpGd5ogLHsBAzFR8EbdPZvYAcjkYFNHAVxdAYYGnlECOkHOI5DW6sBBr3zU80ZxjTVnCqaE0JI3+b21d9jYmLw3nvv4fjx4/jyyy+xdetWqFQq+zf8U3JyMm644Qb89a9/hZ9f51NpCenvSlQXOr2uUasEj4tnq4O7GKWZETIYPhJaS40QQvoCnudhrMo3FQFqa3G+Q4YBGzMUbOIoMBKZ8/0RQoibtVc117Y5X9EcACRSMWReEohElMwkhJC+zu1JzXbDhw/H8OHDYTQaceLECZw6dQrFxcWorq6GRqMBx3Hw9/eHXC5HYGAghgwZgtGjRyM4mNZ+IgQAVDq1zf06ow7Numbztp/EFzLW9g9ZL7EMw4KHuCQ+Qggh3WNsKIPh3H5wzXWC9CcOjQebMh4iH4Ug/RFCiLvp9UZoW/XgOOeX4xCLRfDylkDM0uh1QgjxFH0mqdlOLBYjMzMTmZmZ7g6FEI/i1Umisrbl4pR0BgwCvQI77SMrbDgkYlq+gRBC3IlT10N/7gC4eoGKAPkHg02ZAHFQtCD9EUKIuxkNHLRtehgMzq+byTAMZN4sJBKaak4IIZ6mzyU1CSE9Ex8Qi2KV5Q9gjb4NLXqNeTtA6g+JyPbLXi4NQFpgsktjJIQQ0jle2wJ94SEYK/MA5wcdgZH5gE0aDXHkIDAMjTwihHg+o5GDtk2YdTMBQCpjIZWxNNWcEEI8FCU1CeknEgPicMb7LGpa26cp8qhtqTdfLxXLuqxoPio8EyL60UsIIb2ON+hgKM2FofQ4YBRgTTiRGGzcCLDxmWBYqfP9EUKIm3FGDlqtAXqdMMlMMfvnVHMxffclhBBPRklN4nINDQ04ffo0SkpKoFab1n308/NDfHw80tPTERQU5OYI+weGYTAzYTp2l+9HsaoUKq0abQYtAMCH9UGId1CnSctwn1DE+tO0REII6U08x8FYcQaGokPgdW2C9CmOSAGbPBYiL39B+iOEEHfiOB7aNgP0OmGKADEiBl5eErASEU01J4SQfoCSmgMIz/O4/fbbcejQIZvXL1iwAA8++KAgx9LpdFi/fj2+/vprHD9+HDxvex4dwzAYMWIEbrnlFlx77bWQSGg9R2dIRCymxU5CU5sKPxSvR6R/GCQiCUScuMvbjQ7Ppi92hBDSS3ieB1dXAv25feA1TYL0KZKHQ5I6ASJ5uCD9EUKIO3GcqaK5TitMMhMwTTWXebH0nZcQQvqRPpvU1Gq1UCqVaGpqQnNzMzjOtAj06NGj3RyZ5/rqq686TWgK6ciRI1i8eDGKiorstuV5Hrm5ucjNzcWaNWuwbNkyZGdnuzzG/q5UXQaJWAIpKwHPA7ouzm4nBsQj1Ce4F6MjhJCBi1PVQF+wD5yyUpD+GG9/SJLHQhSWTD/UCSEej+d4aLUG6HRGoJNBEd3FsmLIvFmaak4IIf1Qn0lqqtVqbNy4EUeOHMHRo0dRWmpd8ZNhGJw+fbrLPrRarXlbJBIhMLDzSs8DSVVVFV5//XWXH2fdunV49tlnodfru33bwsJC/O1vf8Nzzz2Hm266yQXRDQxtBi2O155y6NUtYkQYGT7C9UERQsgAx7WqYDh/AMbq84L0x0hkYBNGQhyTDqaTAnCEEOIpeJ6HTmuETmvodIZXd4lEDGTeEkgkXc9YIoQQ4rnc/i24srISH374IX744QdoNKYqzT39IFu/fj3+85//mLdFIhG2bt2KiIgIQWL1ZM8++6x5PUtX+emnn7BkyZJO/37R0dGIjo4Gz/MoKytDZaX1KBW9Xo/FixdDKpVizpw5Lo23vzpedwo6Tg+pAy/vIUFp8Jf69UJUhBAyMPH6NhiKc2C4cEKYUUciMdjYoWDjs8FIZM73RwghbsTzPPQ6I7RtwiUzAUDmZapqTiPYPdukSaPMl7/99mdERkZZtdmwYT1efPE5AEBmZjbeeef9XouPWHLk7+XJbr55DqqqTDmMlSvfQ3b2KDu3IL3BrUnNH3/8ES+88AJaWlosPsRsffg48iF3ww034M0330RTk2l9Ko7j8PPPP+Oee+4RLmgP9Ouvv2Lbtm3mbZFIZJ7OL5SzZ8/i6aeftvl3mjNnDubPn4/k5GSL/QUFBXjvvffwyy+/WOzneR5LlixBWloaBg0aJGic/V2zTo3T9fkOtZWKJBgekuHiiAghZGDiOQOMF07CUJwD3qATpE8qAkQI6S/MyUytATwnXDKTlYjh5c1CJHLPVPNly57Fxo2/dNmGZVn4+fkhPDwSQ4akY/r0K5CVNbJHCdjGxkYcOrQfhw8fREHBWTQ1NUGpVIJhAD8/fwQHByMlJQ1DhmRg8uTLEBISarfPjknCnpg9+xosXvxsj29PCCHd4bak5tKlS7Fu3TpzEqyrRKajb/BeXl648cYbsXbtWjAMA57n8dNPPw3opGZjYyNeeOEFi31//etf8cUXXwh2DI7jsHjxYrS1WVZuFYlE+M9//oO5c+favF1qaiqWL1+OsWPHWiVE29rasGTJEnzzzTd0hrUbjlQfAw/HEtYjQofCi6VRPoQQIiSe52GsPgfD+QPg24SZISEKjIIkZTxEAfZ/jBJCSF/G8zwMeg7aNj04IZOZrBgyLxZitu+vm2kwGKBUKqFUKnH27Bn8+ON3yMzMxqJFzyAqKtqhPhoa6vHZZx/jxx+/h06ntdlGq9Wivr4O+flnsWHDerzxxqsYPjwTt976N4wfP0nIu0QIIW7jlqTmq6++im+//RaAZcKyPanl7e2NiIgIsCyLgoKCbvU9e/ZsrF271rxdWFiIyspKREZGChC553nxxRfR0NBg3g4LC8Njjz0maFJz/fr1OHHihNX+BQsWdJrQ7OiWW25BTU0N3n77bYv9x48fxy+//ELT0B1U39qIIlWJQ239JL4YEpTm4ogIIWRgMTaWw1CwD1xznSD9Mb4KUzIzOI5O8BFCPBrP8zAYOGjbDOCMws0YE7MiyLxYsGzfWzfT3z8AQ4ZYz4rSattQU1ONysoK877c3BwsWHAP3nvvI4SFhXfZ75Ejh7B06ZNQqZos9rMsi8jIKMjlCrAsC6WyEXV1teYlyDiOQ25uDnJzc3DNNdfhySeXOnQ/xowZ71C7dklJKd1qTwghzuj1pOb69evx0UcfWSUzvb29cdNNN+G6665Deno6xGIxjh07hr/85S/d6n/48OEICwtDbW2ted++fftw4403CnYfPMXOnTvx888/W+xbsmQJ/PyEXUNxzZo1VvvS0tJw3333OdzHfffdh02bNlklsd9//31KajrI0YQmAIwMHwGxqO99+SOEEE/EtTTCcG4fjHXWRQ57gpH5gE0aDXHEIDBumkJJCCFCMehNa2YahUxmikXmkZl99aRPcnIKVqx4u9PrL1woxerVb2HXrh0AgJqaaqxcuRwvvPBqp7fZvHkTli17Bkaj0bxv/PiJuPHGW5CZmQ1vb2+L9jzPIz//LA4c2Isff/wONTXVfx6rxuH70dV9IIQQd+vVb8parRbLly83b/M8D57nMXr0aGzatAlLlizBsGHDIBY7l2yZOHEieJ43f8AdOnTIqf48UUtLC5555hmLfdOmTcOVV14p6HFycnKQn2+9huP8+fO79XdkWRbz58+32p+fn4/c3FxnQhwwajWOjQwK8QpCYkC8i6MhhJD+j9e2QJe3A9oDXwuT0BSzYJNGQTZ+HtioIZTQJIR4NIOBQ4taC02LTrCEpkgkgrevFD5+UrAScZ9NaDoiNjYOy5a9hqyskeZ9u3btQFOT0mb7goKzePnl580JTT8/P7zxxjt47bW3MH78RKuEJmCaFTlo0GD87W//wNdf/4jHH18Mf/8Al9wfQghxh179tvzFF1+gqqrKvN4lwzCYNGkS1q5di/DwrofZd8fgwYPNl3me7/YU9v5gxYoVqKi4OKXBx8fHKskphF9//dVqn0KhwBVXXNHtvmbOnAmFQmG1/9JCQsQ2qVjqULvREVke/QWQEELcjTfooC88hLZ9X8JYfgZwdlk4hoE4egi8xs+DJHEUGLFEkDgJIcQdjEYOGrUOGrUWRoNQyUwG3j4S+PpLIfHwZGZHIpEIt9wyz7xtNBqRl3fGqp3BYMDSpU+Z18+UyWR4++33MXr0OIePJZFIcO21N+B///vSIpFKCCGerFenn//2228W2yEhIVi5ciVYVtgw0tIs1wosKioStP++Licnx2rNzIcfftgl64ru3LnTat/06dMhkXT/B5lEIsH06dPx/fff2z0GsRbmE4LS5rIu28T6RyPCV7gTCIQQMpDwHAdjZR4MRYfBazWC9CkOiQebMg4i30BB+iOEEHcxGk1rZhr0RvuNHcQwDGReLCTS/pPIvFR8fILFdlNTk1Wb33//DWVlF2cE3Hffg0hN7dn6+GFh4bj99jt7dFtPdvPNc1BVVQkAWLnyPWRnj0JLixobN/6CrVs3o7y8HM3NKgQFBWP06LG47bY7ERMTa9EHx3HYtu13bNz4C86ezUNzswoBAXKkp2fgpptu6VaSGQA0Gg02b96Ifft2o7CwEI2N9WAYEYKDgzF8eCZmzLgSY8bY73PBgnuQm5sDAFi06BlcddUc6HQ6bNmyCZs3b0RpaQkaGxsglyuQmZmN//u/v2HQoMFW/ezfvxfr1/+AU6dOQqlshJ+fH1JS0jBnzg24/PLuD1oCgPr6Oqxf/yN27dqB6upKtLa2IjQ0DNnZo3DddTfZjKMrPM9j164d2L17B06ePI6GhgbodDooFAqkpqZh8uSpmDXr6m7lmOrr6/Djj99h164dqKwsB8+bapFkZY3CddfdiJSU1O7ebbOiokL8/vtvOHhwP2pqqqBSqeDr64fIyEiMGTMec+bcgIiIiC77qKyswNy515q3d+8+DACoqqrCxo3rsXfvLlRXV0OpbATHcdi3L6fH8XqiXktqNjY24vjx4xajNB944AH4+PgIfqyYmBiLbY1GA6VSaXMUYH+j0+mwZMkScNzFs6JDhw7FbbfdJvixKisrUVpqPd1u/PjuLSbd0bhx46ySmiUlJQO62JOjBgel4WR9HtoMbTavl4mlGBtBZ2UJIaS7eJ4HV18K/bl94FuUgvQpCggFmzIe4sAoQfojhBB34YwctFoD9Dphk5lSLxbSfpzMbKfXGyy2fXysp5F//fXn5svBwcG44YabXR5Xf1dQkI8lSx5HebnloJDq6ir88stP2LJlE1577S1kZ48CACiVSixZ8rg5ediuoaEeu3fvxO7dO3H77X/Hvfc+4NDxN2/ehFWr3kB9fb3VdWVlGpSVXcCGDesxZsw4PP30C93KZVRVVWLx4sdx9qzlqN/6+jps3boZ27dvxZIlz+GKK2YBMBWvev75p7F9+x8W7ZVKJQ4fPojDhw9i795dWLz4WYi6sTTOwYP78eyzi62KWpWVXUBZ2QX88stPuPXWO3DPPfc79DrPyzuDV199Afn5Z62uq6mpRk1NNfbs2YXPPvsfnn12GQYPHmK3z507t+Pll5+3irG4uAjFxUX4+efvce+9D+D//u9vdvvqqLW1FStXrsCGDT9brIELAEplI5TKRpw5cxpffvkZ7rrrHtx66x3d6n/jxl+wYsUraG1t7dbt+qNeS2qeOnUKHMeZn6wikQizZs1yybFsFcJpbm4eEEnN1atX4/z58+ZtsViM559/3ul1Sm2xVfEcAEaMGNHjPocPH25z/6lTpyipaYdExGJ2wuXYUrIdan2LxXVeYhmmxU6Gv1TYIlGEENLfcaoa6M/tB9dYYb+xAxhvf0iSxkAUntLvf6gTQlzD2NyMlhPHoa+rhVEjzKjxnuB5U0JTyAJADAOIxCKIxSL09Ke62McHkpBQ+A4bDrG/v2CxucrJk8ctthMTky22a2qqUVBwsYbBrFnXCD7TcaCpqanG008/CaVSCZFIhMTEZMjlclRXV5mTnFqtFk888SjWrv0cISGheOSR+81/h8jIaERERKClRY1z5wrMA4o+/XQtkpKSzcnCznz88RqsWfOexb7IyCiEh0fAaDSipKTYnGQ7eHA/Hnjgn1i1ao1D+YyWlhY8/PAD5pG9CQmJCAoKRkNDA4qLCwGYljl44YVnEBYWgWHDhmPRosdx4MBeAEBoaBiio2Og1WpRUHAWBoMp6f7bbxuQkJCI22//uyMPMfLz8/Dss4uh1+vBMAwSEhKhUASitrYGZWUXAJhGvn766VpotW146KHHuuxv//69WLr0CYsknkKhQExMHCQSCSorK8wjccvKSvHQQ/dhxYq3MXSo7fwCAOzZswtLlz5hkXQMCgpGbGwctFotCgvPQafTYfXqlfDysj7Z0JmmJiUWLvwXzpw5Zd7HsiwSE5MQECCHStWEwsLzMBqN0Om0ePfdt9HY2IgFCx52qP8//vgdy5Y9C8CU70lMTIa/vz8aGupRWup48eD+otfeDevqLIuYxMXFuSzJ6G/jw6ulpcVGy/7l7NmzVpXI77jjDqSnp7vseJfy8vJCXFxcj/tMSEiATCaDVqu12J+Xl4cZM2b0uN+BQiGT47rk2ShtLoeSb4BUzEIhkyOSjYaE1mgjhBCHca0qGM4fhLH6nCD9MRIp2ISREMdkgBHRj1FCSM+0Fhaiacc28Hq922LgwYMz8hYzw5zHQCRiwIgZAAycGfNpVKmgq6qC5mweFFOnwSsxSaggBadUKvHZZ/8zb2dkDEN0tOWsw9zcoxbbmZnZvRJbf7Zy5QqoVE2YOXM27r//XwgJCTFfd/jwQSxZ8jjUajVaWzX4+OM18PHxQUFBPgYPTsfChU9ZjAAsLy/DokULcf686fvCu+++jcsvn9npiMatWzdbJDRnzpyNv//9bsTGXvwNzXEctm//AytWvAylUomSkmK88soLeOml1+3et7VrP4BK1YQxY8bh0UefsJhCn5+fhyeffAw1NdUwGo344IPVmDBhMg4c2IuYmFgsXPgURo0aY27f0FCPZ59djJwc03TnTz75CDfcMNfmILJLvfbai9Dr9Rg1agz+/e9FFs/rgoKzeOml55GfnwcA+OabLzF69FiMHz/JZl9lZRewdOmT5oTmkCEZuP/+h5CZmW1xgvj06ZN4/fWXkJ9/FhpNC559djE+/vhLm/E2NjZi2bJnzQlNuVyOxx57ClOnTjf/7Zqbm/Hxx2vw9def45133nRooBjP83j++afNCU1fX1/cc8/9uOqqay2KealUTfjoow+wbt1XAICvvvoMI0ZkYvLkqXaP8fLLzwMA5s6dhzvvvAtyuQIAIBaLUF5+we7t+5teKxTU0NBgvswwjMUbh9AuHd7b2b7+xGg0YvFi05mQdtHR0XjwwQdddkxbU89jY2OdGnnCMAxiY2Ot9l+4MPBenD0lFUuRokjEzOQpuDx5EjIjMyihSQghDuL1WugL9kK7/ythEpoiEdi44ZCNvxVs3AhKaBJCeszY3OzWhCYPHkYjB4OeEzShKRKJwEpMozMZCDeCndfrody+DcbmZsH6FIJWq8WFC6X4/vtv8Y9/3IrKynIAgLe3Nx599Amr9pcWDho82DUDVgYSlaoJc+Zcj6efft4qLzFq1Bj8618LzdtbtmzCjz9+h9TUNKxc+Z7VlObo6Bi88MKr5oRXTU211RT1i8dV4bXXXjRv33ffAjz99PMWCU3A9JqYPn0GVq1aAx8fXwDArl3bceyYZYK7s/s2duwEvPrqm1ZrgqalDcbTTz9v3s7NzcEHH6xGaGgYVq9eY5HQBEyjFl944VX4+wcAME2p3rHDcop6Z5RKJbKzR+H111daJepTUwfh7bffQ0LCxRMOb721HDxvu/Liyy8/j9ZW06j0iRMn4913P0RW1kirvEN6+lCsWrXGvN5sVVWlOWl4qbVr3zePhpVKZVi+/B1Mnz7DIhnt7++PBx98BHfccRd0Oq05hq5s2LAe+/ebRr0GBMjx3ntrcdNNf7FIaLZf9/DDC3H33fPN+1ateqvTx6AjjaYF99xzP/71r8fMCc12l/7NB4JeS2rqL/nwdeSP1VO2Flf28vJy2fH6gv/9739W08GfeeYZl6xZ2q68vNxqnxBV7G31YetYhBBCiFB4zgBD6TFo930OQ+lxQIAf7OLwFMjG/RWS1AlgJDIBoiSEDGQtJ467JaFpncwU5necKZkpFjyZ2RGv16PlkundvSU3NweTJo2y+nf55RMxb96NWLHiFdTUVAMAsrJGYvXqNTaLpiiVjebLLMsiMLB3C8vZug9d/ausFGa5FleSy+VdTneeMeNK+PqakolGoxEcx2HhwkWd/raOjY3DyJGjzdvHj+fabPfzz99DrVYDAEaOHI3bbruzyzjj4xNwxx3/MG9///23XbYHTNORn3hicadLFGRmZiMuLt68rdfrsWDBwwgKCrbZPiAgANOmXW7ePnHimN0YANNz9YknlnQah6+vHxYufNK8XVZ2AYcPH7Bqd+rUSXOSWC6XY8mS/3S5/IK3tzcWLlxk3v7xx++sck9tbW347bcN5u2//OX/ulx/89KRtJ3heR5ffvmpefuhhx5Fop2R4n/72z/Myd2ysgs4eHC/3eMkJ6fafe4MJL02XKDjGwDP81AqlS47VlVVldW+3n7z700XLlzAypUrLfZdddVVuOyyy1x63I6jb9sFB9t+M+wOW6N4bR2LEEIIcRbP8+BqzkN//gD4VmFG84gCIyFJGQ9RQJgg/RFCCADo62p79Xg8ePAcD6ORh1CJTAAQMSKIxEyvrSusr+3dx627MjOzceONc5GcbLvCcscCJo5M+wWAdeu+wt69e7psM2/erd2u1t1fXH75TKuRcx1JJBKkpKSZR0YmJiYhI2Nol32mpw81J6RKSopttumYSJs7d55Dsc6cORvvvvs2AODo0SN2248dOx5hYV0PNBoyJMO89qKfnz8uu2x6l+3T04fi559/AACUlBQ5EjbGj59oNULzUpmZ2UhOTjFP3d+5c4fVc/K33341X5416xqbSw1eKiNjKGJiYlFWdgF1dbUoKSlGQkKi+fqcnMPm5QkZhrFbeItlWVx33Y145503u2x39uwZFBebHp/AwCC7a6u2H/+KK67EBx+8CwA4cuQQxo7tuvDyNddc162CTf1dryU1Ly1TX1paCq1WC5lM+JELR49aDsv29vZGUFCQ4MfpK5YsWWKxYG5AQAAWLVrUxS2EYWtErCNvMvbY+rB2ZRKcEELIwGRUVsBQsA+cSpgfvIyvwpTMDI6jIkCEEI/lqmQmw4gg7sVkprv5+wdgyJAMq/0cZ4RKpUJpaTHa2tqQm5uD3NwcDBmSjueffwUREZbFUTvOeJRIpA4du6ioEAcP7uuyzYwZMx3qa8yYrhMsl3LF73uhpad3naAEYDFyMSNjWLfaq9XWJ0lVqiZzwguAuaq6PaGhYfDz84da3YyGhnrU1tYgNLTzk6aO3LeOA5EGDRpit/BUx/bNzWoHoobdxNzFdhPMSc28vFNW1x87lmu+3HE0rD2JicnmgkT5+XkWSc2OBXwSEhLtJoEBYNy4iXaTmh2XBxgxIsvhYs1JSReLg7WvM9qV4cMzHep3oOi1pGZSkuWwW71ej8OHD2PixImCH2vPnotnpRiGwZAhnQ8l9nTffvst9u+3HKK8cOFChIaGuvzYGhvVFoWY7m7rrFnHpG1vCQjw7CULRCLG/H9QkK+boyGkf6HXl2czNDdAc3oPjNXnTV+EZI596eyMSOYDn0Hj4RWXDkbkXF+kf6L3DNKVxkYWej0HhmEgFnc++kYaFgZ9tfWMNCFxnGmq+cXZms4nIEUi0/1yVy5TFh7e5eMqpI4J25SUVLz11qpO2xoMeuzYsR0rV65ATU01zpw5jYceug8fffQZ5HK5+fHqOGikpaXFofviSOK4/e9ia39HXd2H3iQWi+zGa+811C4kJMRuu46/SYOCguy29/G52F6r1Vq1LykpMk+DFotZLF1qvX5qZ3Q6nflyc7PKasBYx793cHCwC+7bxd/4Wm2bQ49xSkqqQ+2Sk1PMl8vKLljchud5c8V2wFRd/rvvvrbbJwBzohQwJZQ79ltRUWZxfEfiTEhIAMuy5mrwtp6PRUUXY83LO43HHnOsvolKpTJfbmpqsur30u24uFibMbc/DRjG+ja9iWFMhd8kErZXvvP0WlIzOTkZcrnc4g/2+eefC57ULC0txa5du8AwDHieB8MwGDXKsbMgnqampgavvvqqxb7s7GzccsstvXL89hd0R46ejeiKrTNFl67J2hvc+UYgJNOH+8A4I05Ib6PXl2fh2lqgztuPtpKT4HnO6dFCjFgCn9SR8EkZCRHr2OgZMrDRewaxxfRWxHS4bJv/iBFoPXsGnAu+F3McD6OBF7TugTmZ6cav1CKJBH7Dh7stodrVcSUSCWbMuALp6em47ba/QqNpQUVFOd59dyWeemqpuV1AQID5cmurBkajwe7IuiefXIwnn1xstX/cOMvK6Y48Ls4+dvX19Xj++afttnvzTfvJU6HilUgk3bpf3W1vykNY7uu4jIDRaMCBA12PpO1MS0uz3edVb983Wzom5ruiUMjNl01Twnnz9zO1Wm1R8NnR9Twv1dKitoiluUPxMEfjZFkx/Pz8LGaQdvU3rqqqRFVVpdOx2uLr62u3jfsHxDO9llzt1RKc06dPxw8//GBOOG7fvh0HDx7EmDFj7N/YQa+//ro5mdlu5kzHhtZ7mueff94iSSyRSPD888/32pQOWxXlhUhq2urDVgLV1YxG4ao6uoNIxJhfaxznusJchAxE9PryLLxBj9bzOdCcOwLeqLN/A7sYeMUPhe+gcRB5+YKH539mENei9wzSFVMeke9w2Taxnz8UUy9H47atghUM4ngenIEHJ2Ayk2EYiFkGovbfJG56yjMSCRRTL4fYz7/Lx9WVHDluZGQ0rrnmWnzzzZcAgI0bN+Chhx6Dr6/Pn9dHdeiPR1FRIVJS0notPmcfO61Wi/377SfwhIrF0Xi7e7+cbS/UzEOO4+3G0tv3zRaWlTjY7uJJYY7joNcbIJFIAAAajVCPGWcRS8cBU47GCVgv/+CKv/GlsdrCMCKbbTqmgdz1ntchAvC8c9+PHU2I9mpSc+7cufjhB9MCswzDgOM4PProo/jmm28QFRVl59b2ffHFF9i8ebPFKM309HRkZFivZeLpfvvtN2zevNli3913342UlJRObiE8lmWtRlAKkXy0lSy1dzbSFVSqNhgM1rF4iqAgX4jFDDiOR0NDi7vDIaRfodeXZ+B5DsbKszAUHgKvtV4ypSfEIXFgk8dB7xcEpQaAhv7+xD56zyBd0esN4DgeIhFv9wegND4BITfdgpaTx6GvrYXRxnJQjuA5HgYjB57jARkgxFgahgHErNhq+nJvE/v4QBIaCt+hwyH29+/Vk04dR7ryvP2/Z7uhQ0eYk5o6nRanTp3E6NFjwDDW6+edOnUSiYnO/+ZrX2rA1v6OnH38HL29vXZGI2c3Xkcf88766qjj37Kzx6o7cXh7+3a47I0tW3bZjbMzl/YtdKz2jufIY2waZelYu3ZSqRQikdh8O29vy6Xt1qz5BIMHp9vt05aOsXScTt/S0uLwc1TT4TufreeQr+/Fv/GNN87Fo486vsRAZ7E6st2ufZkPZ5OJzmo/gavXG3r8nYdlxQgMdGxpw17NFGVnZ2PMmDE4ePAgGMZ0xrqurg633HILVq5ciezsbPuddOL999/Hm2++aTVKcf78+c6G3eeoVCo8//zzFvsSEhJ6/b5KJBKrpKYQ08Q7rhnSTiqlaX2EEEIcZ2wog6FgLzh1gyD9ifxDwKaOhzgwWpD+CCGkp8T+/ggY37MlvIxGDto2Awx64U7cMyIGMi8WEol4wBQBEpq/v2Wh1Pr6OvPl9PShkMlk0Gq1AIA//tiKa665vjfDc0pkZBR27z7s7jDcrmPh4tbWVrS2tnZZgd3TVVRUIDV1kN12lZXl5ssKRaDFdT4+PvDy8kJbWxsAoLFRmO90gYEX/xaVlY5NEVepmswV0zvv92JBpcbGxp4FR7qt11c4Wbp0qUWCqj2xeeutt+Kxxx5Dbm6uw30ZDAZs27YNN998M9544w1wnCkb3T5Kc+LEiZgxY4bQd8HtXnrpJdTWWlZqfe6553o98dfxTEQ7ey90R9jqw1ZFdEIIIeRSXFszdCd+g+7oL4IkNBkvP0gyLod09E2U0CSEeCyjkUNriw4tzVrBEpoMw8DLWwI/fxmkUpYSmk5QqSyrZctkFwuWSiQSzJx5lXn78OEDuHChtNdiI8JISUmzqAx/+vRJN0bjeh0rjDvabtCgwVbXd6w8f+qUMI9Zx2Rrfn6ezZmilzp92v79yci4WHn+1KkTPQuOdFuvJzVTU1OxZMkSiyHS7dPFN2zYgHnz5mHKlCmYP38+PvnkE6vbL1++HEuXLsVdd92F0aNH4/7778fJkyet1tEMCQnBSy+91Cv3qTft27cP33//vcW+G2+8EePGjev1WAIDA632dVx0t6ds9aFQKJzulxBCSP/Fcwboi45Au/8rGGuKnO6PYaWQpIyDbPxfwUak0o91QohHMho5tGpMyUy9gMlMmZcEfgEySGWUzBTCsWM5FtuXVreeN+82iESmn+4cx+GVV14wD+ghnkEikSAra6R5e+PGX9wYjett2/a73eeoRqPB3r17zNvDhmVatRkz5mKeY/PmjQ4lIO0ZMSLLfLm5WYVDhw7Yvc3WrZvtthk1aoy5PkhNTTVycmiEcm9wSy26W265BQ899JDNxCbP86ipqcH27duxYcMGABfXiOB5HmvWrMG6deuwd+9etLa2mq9r/zDleR4BAQH44IMPEBoa2sv3zLVaW1uxdOlSi31BQUF4/PHH3RJPSEiI1b5LR5D2RF1dndW+/va3JIQQIgye52GsLYZ2/9cwFB4CnP2yyzBg44ZDNuH/wMZnghH1/prOhBDiLIOBg+bPkZl6nUBTzRnTNHO/ABlkXpTMFEpZ2QWLBFdwcIjVtN24uHjMnTvPvJ2bm4PXX39JkAQP6T1/+cv/mS9v2bKpXye9ysvL8OuvP3fZ5tNP16K11bQusFgsxpVXzrZqM2fO9ea1NSsqyvHpp2udji0hIRGDBg0xb3/44XtdvpaKigqxefNGu/2GhIRi+vQrzNtvvfW6eeo8cR23JDUB4P7778cbb7wBX19fi8Rk+7/2BOel2ve3j8xs/9d+XVRUFD7//HMMHmw9dNnTnThxAhcuXLDYd+2116KkpAS5ubnd+mdLVVWVzbYdF+/tKCYmxmqfo2tSdKWiosJqX3Q0TfkjhBBiidMooTu2Abrjm8C3Oj9TQByeDNn4eZCkTgAj8bJ/A0II6UN4nodeb0SLWguNWrhp5gAglbHw85dB5iWhZKZADAYDtm7dggcfvNeiavLtt99p8zGeP/9BDBs23Lz9888/4JFHHkBe3hm7x+I4Dr/9tkGYwEmPjR49DuPGTQBgKo67aNFC7Njxh93bVVSU45133sT//vehq0MU1JtvvtZp4nbLlk34/PP/mbdnz74GwcHWg6YCAuS4445/mLc//PC/+Oij9+0WKG5ubsa3336Fp59+yub1t912h/nymTOnsXz5yzb7rKmpxlNPLXT4BMJdd90LHx/TMn3nz5/DI4/cj6qqqi5vw3EcDh3aj0cfXYDS0mKHjkMucuvwg9mzZ2Po0KF4+umnsW/fPgAXR1x258OyPcF54403YtGiRf12/UVbSd6PP/4YH3/8sSD9r1u3DuvWrbPa/8knn2Ds2LFW++Pj4632VVRUQKfT9Xh9T51OZzMxmpCQ0KP+CCGE9D+8QQdDcQ4MpcdMJR6dJFJEQpI6HqKAMAGiI4SQ3sXzPAx6I7RaIziBK95KpSykXqzbK5p7ovPnz+HRRx+02s9xRqjVahQXF1qN4po6dTpuuGGuzf5YlsUrr7yJpUufxJEjBwEAOTmH8c9/3o6MjGEYNWoMEhOTIJcrIJPJ0NraipqaauTnn8WePTtRU1Nt0Z+t+gi22LoPXfHx8cYLL7zardsMJE8//TzuvvsOlJeXQa1WY/HixzFkSDqmTJmG5ORU+Pr6QattQ2NjAwoK8pGbm4O8vNMAgFtvvcNO733H9OlX4I8/tuDhh+/HlVdehYkTJ0OhCERtbQ22bduKnTu3mdsGB4fg/vsf6rSvW2+9A2fOnMKOHdvA8zw++uh9/PLLT5gx40pkZAyFXK6A0WiEStWEwsLzOHXqBHJyDsNgMCA9fajNPqdNm4GJEydjzx5TFfqff/4BZ86cwpw5NyAhIRFabRuOHz+GH35YB7W6GcOGDUd1dbXV6+hSMTGxWLz4WSxd+gQ4jsOJE8cxb94NmDr1cowcOQrh4ZGQSqVQq9WorCzH2bN5OHBgHxoa6gEI8rV2wHH7nKrY2FisXbsWp0+fxpo1a/D777/brH7dcTRmR97e3rjyyitx55139svRmX1Zenq61T6j0YiCggJkZGT0qM+zZ8/aPAsyZMgQG60JIYQMJDzPw1h9DoZz+8BrNU73x/gqIEkeB1FIPI08IoR4HJ7nodcZodUawHPC/hKWSMWQebHmdRxJ9zU3q3Dw4D6H2kokEtx225244467zGvy2RIQEIDly1fi/fdXY926r6HTmSqinzp1wuHCJMnJqfjXvx5DdvYoh9o7eh/a9dcBRkIJCJDjvfc+wuLFj+P48VwAppGCZ86cdm9gArv77vlQKhuRk3MYGzf+0ukaonK5HCtWvIOAAHmnfTEMg+eeewkrVy7H999/C8A0gvKLL6xrsHTHM88swyOPPGB+7RQU5GPFiles2oWFheOZZ5ZhwYJ7HOr3ssum4ZVX3sBzzy2GWq2GXq/Hli2bsGXLJqfiJba5PanZLj09HStWrIBOp8Px48dx+PBhFBQUQKlUQqlUorm5GWKxGH5+foiMjERycjIyMzMxbtw4iypipPcMHToUIpHIagHgo0eP9jipaWtqvFgs7nF/hBBC+gdOXQ/92d3glM4vc8JIvcAmjoY4aggY+sFOCPEwHMdDrzNApzXanMnlDIlEDKkXC7GY3htdhWEYeHv7QC5XICUlBVlZI3HFFbMQGBjk0O1ZlsX99z+EW26Zhy+//BS7du1ARUV5l7dRKAIxfvxEzJ59DbKyRtKJPDcLDAzC22//F1u2bMIXX3yCwsLznbaVSqUYNiwTM2bMxOWXX9Fpu76GZVmsWPEO3n9/FX744Tvz2pntGIbBxImT8eijTyAsLNyh/h599AlcfvmV+N//1uDIkUOdTglnGAapqWmYMmUaZs++ptM+fXx8sHLle/joo/exbt1X0Gq1FteLxWJMmDAZjz++yOHXZ7vx4yfiiy++w+eff4ING9ajuVnVadvg4GCMHTsBs2Zdjbg469mwpGsML/QnIXGZAwcO4G9/+1uvH7ez6ecAMHfuXBw/ftxi37Rp0/Dee+/16Fj33nsvtm/fbrFvxIgR+Oabb3rUnzMaGzUwGDx38e2gIF+IxSIYjRwaGlrcHQ4h/Qq9vnoPr9fCUHgQhvJTgLPfWMRisHEjwMZlgmF7tkwKIT1B7xmkKzU1ZeA4I0QiMcLCrNesb8dxHHRaI3RaI5x/Q7TESkwjMymZ2XeIxSIwjGk6qtHOsgKVlRUoKMiHUtmIpqYmiEQM/P0DoFAEIjU1DZGRUb0UNemJmppqnDx5Ag0NdVCr1ZDJvKBQKBAbG4/U1FTIZJ69zndrayuOHDmI6uoqtLa2IjQ0DJmZ2QgPj+hxn2q1GseP56KmpgoqlerPAXD+iImJRXJyKhQKRbf602hacOjQQVRWloPngbCwMAwfnonQUOeXJuI4DmfPnkFRUSGUSiX0eh18fX0RGhqOxMRExMUlOH0MoHvvGa7k6GdaV1hWjMBAH4fa9uukZlFREVatWoU777wTQ4faXkthoBo0aJDVvgULFuDBB7u3Zsrq1avx1ltvWeyTSCTYs2cP5PLOh5DbolQqMWnSJOj1eov9jzzyCO67775u9SUESmoSQjpDry/X43kOxoo8GM4fBK93vnKkOCwJbOp4iLz8BYiOkO6h9wzSFXs/AI1GDjqtQbgq5h2IWRFkXhKwLCUz+5q+kqAghHiGvvKe0dtJzX756VVSUoLHH38c11xzDX799Ver6dFEOHPmzLGavqDX6/H11193u69vvvnGKqHJMAyuuabzIeOEEEL6H66pGrrDP0Cft9PphCbjq4A06xpIh82khCYhxKMYDBw0LTq0NGsFT2iKxSL4+Erh6yejhCYhhBCP1WfW1BRCaWkpVq9ejV9++QVGo9FcFZ24TmxsLC677DKrKeMffvgh5s6di8DAQIf6aWhowJo1a6z2T506FTExPcvuE0II8Sy8TgP9uf0wVuY73RfDSsAmjoI4Zhitm0kI8Rg8z8No4KDVGmA0CD8wQ8yKIJOxELMi+p1ECCHE4/WLpOaFCxewevVqrF+/3pzMJL1n/vz5VklNpVKJp556CqtXr7ZbNdFoNGLRokVoamqy2M8wDObPny90uIQQQvoYnuNgLD8JQ+Eh8Aa9/RvYIY5MgyR5LBiZrwDREUKI6/E8wHM8WtQ6cC6YNshKxOZkJiGEENJfePSnWnl5ORYvXozZs2fjxx9/hMFgMI/OpDOPvSczMxPXX3+91f5t27Zh4cKFaG1t7fS2Go0Gjz32GLZt22Z13fXXX48RI0YIGSohhJA+xthYDu3Bb6HP3+t0QlPkHwLZqOshTZ9OCU1CiEcwGjm0tRqgbTPAyPGCJzQlUjF8/WXw8ZVSQpMQQki/4/KRmi0tLThw4ACKi4vR0NAAlUoFLy8vhISEYPDgwRg5ciR8fbv3w6O6uhqrVq3CDz/8YE5kAug0kcmy/WJAap+2ePFiHDp0COXl5Rb7f/31Vxw9ehR33HEHpkyZYp5KfuHCBezatQtr165FVVWVVX8xMTFYtGhRr8ROCCGk9/FtaujP7YOx+rzTfTESGdjksRBHDQbD0I92Qkjfp9cbUVbUiNKiBoRG8/D2EQvXOcNAKhVDKmMhEtFAD0IIIf2Xy7J9R48exdtvv42DBw/CaOx8YWsvLy9cddVVeOihhxAeHt5lny0tLVi1ahU+//xz6HS6TpOZ7funTJmCBQsWID093cl7Q+wJCAjAu+++i7/97W9QKpUW11VUVOCll17CSy+95FBfCoUC7777LgICAlwQKSGEEHfiOQMMpcdgKD4KGA3OdcYAbHQG2KTRYCRewgRICCEupG3To+R8A8qLlTCYR2UKczKGYRhIZSykUjEYSmYSQggZAARPaur1eixevBjr168HALvrW7a2tuL777/Hhg0b8Oqrr+KKK66w2W7r1q145plnUF9fbzeZOXXqVDzwwAMYNmyYs3eHdMOgQYPwySef4P7770dZWVmP+oiNjcXq1auRlpYmcHSEEELczVhXAn3+HvCtKqf7EikiIEmbBJF/iACREUKIa2nUOhSfr0dlaRM4gdf/F4lMyUyJVExLcBFCCBlQBE1qtrW14f7778e+ffvsTgnviOd5tLa24l//+hdWrFiBWbNmma8zGo1YtmwZvvzyS7vJzOnTp+OBBx5ARkaGUHeJdNOgQYPw/fffY8WKFfj222+7HKXbkVgsxi233IJHH32URmgSQkg/w2mU0OfvBVdf6nRfjMwHbMp4iMNT6Mc7IaTPUylbUVxQj5rKZghdylQsFkEqY8FKqJI5IYSQgUnQpOby5cuxd+/ebhfqaW/LcRyeeuopDBs2DNHR0dDpdHjwwQexc+dOcwGgjtr3XXHFFXjggQcwePBgIe9Ov7ZgwQKrfWPGjBGkb7lcjueeew733nsv1q1bh+3bt+Ps2bMwGCynGbIsi0GDBmHq1Km4+eabERUVJcjxCSGE9A28UQ9DcQ4MpccAzsniFwwDNm442ISRYFipMAESQogL8DyPhjoNigvq0FCnEbx/MSsyVzKnZCYhhJCBjOHtzQ930LFjxzBv3jzzqMmOSciuDtHxg7j9NldffTVef/11PPXUU/jhhx86bTdz5kw88MADNFXZA+j1elRWVqK5uRkA4O/vj8jISEgkEjdH1rnGRg0MBsdGmvZFQUG+EItFMBo5NDS0uDscQvoVen11jed5cDXnoS/YB17r/OMjCo4xTTX3UTgfHCFuQO8ZAwPP86ipbEZxQT1UTW0O3y46SQRvHzFkXlL4+YR22o6ViM3JTNL/icUiMAzA84DR6OSJQUJIv9dX3jNqasrAcUaIRGKEhcX0qA+WFSMw0Mextj06gg0fffQROI4zJx8ZhgHP8/D29sa1116LCRMmICYmBn5+fmhubkZpaSn27t2L9evXQ6vVmkd38jyPTZs2Yfr06fjhhx+skpkAcNlll+HRRx/FoEGDhAqfuJhEIkFcXJy7wyCEEOJinLoe+vw94BornO6L8faHJHUCRCEJNBqJENJnGY0cKi80oeRcPTQaveD9S/6sZC4WUzKTEEII6UiQkZpKpRKTJ082Ty9uH0k5btw4vP766wgODu70tjU1NXjsscdw6NAhc1ITALy9vdHa2mox2jMqKgrPPfccJk+e7GzIhNhFIzUJIZ2h15c13qCFofAwDGUnTaeInSESg43PBBufBUYseE1DQnodvWf0T3q9EeXFjSgpbIBO2/PvjDZHajIMpH8mM0VUyXxA6iujrgghnqGvvGd45EjN3bt3Q6/Xm5OSDMNgxIgRWLNmDcRicZe3DQsLw9q1azFv3jycOHHCnMRsT2h2HJ25fPly+Pn5CREyIYQQQgTA8zyMlXkwnD8AXuf4dMvOiEMTwaaOh8ibisYRQvombZsBpYUNKCtuhMEg7A9HhmEglYkhkVIykxBCCLFHkKTmqVOnrPYtW7bMbkLTHATL4sUXX8ScOXPM+zomSC+77DKsXr0aIhFNuSCEEEL6Ck5VA/3ZXeBUtU73xfgqIEmbCHFQrACREUKI8DQtOhSfq0dlaRM4YcoSmDEMA5GIgV+AjJbbIIQQQhwkSFLzzJkz5ssMw2DMmDFITk7uVh+pqakYPXq0eRp6u4CAALz88suU0CSEEEL6CF7XCv35AzBW5DnfmVgCSeJIiGOHgRE5djKUEEJ6k0rZiuKCetRUNkPYVCYQIPdCgJyBmDUlNSmhSQghhDhOkKRmVVWVxcjKMWPG9KifcePG4dChQwAurst5/fXXQ6FQCBEmIYQQQpzAcxyM5adgKDwE3qBzuj9xZBokyWPByHwFiI4QQoTD8zwa6jQoLqhDQ51G8P6DQnyQkBqCoBAf1NaWg+M8dx13QgghxF0ESWqq1WqL7bS0tB71Y+t2U6dO7VFfhBBCCBGOsbEChvzd4NQNTvcl8g+GJG0yRIoIASIjhBDh8DyPmspmFJ+rh0rp/DrBHTEAwiL9kZAajACFt6B9E0IIIQORS5KaAQE9W9zf1u1SUlJ61BchhBBCnMe3qaE/tw/G6vNO98VIpGCTxkIcPQQMQ8vKEEL6Do7jUVXWhKKCOmha9IL2LWIYRMbJkZAcDB8/qaB9E0IIIQOZIEnNtrY2i/VfvL17dubRy8vLap9cLu9xXIQQQgjpGZ4zwFh6AvriI4DR4FxnDCCOGgJJ0hgwUhqdRAjpO8zJzPw6aDTCJjNZVoSYhEDEJQVB5iXIzy5CCCGEdNDnP12lUjqbSQghhPQmY10J9AV7wWuanO5LJA+HJG0SRAGhAkRGCCHC4Hkele3JTIFHZkplYsQnBSE6IRASCRVAI4QQQlylzyc1CSGEENI7OE0TDAV7YawrcbovRuoNNmUcxBFpVM2XENJn8DyPqnIVis7WoaXF+YJnHfn4SBCfEozIWDnEYlpigxBCCHE1SmoSQgghAxxv1MNQchSGkmOAsxV4GQZs7DCwiaPAsDTbghDSN/A8j+pyFQrz69CiFjaZGSD3QnxKMMKj/OkkDiGEENKLKKlJCCGEDGDG+gvQ520H39bidF+ioGjTVHPfQAEiI4QQ5/E8j+oKFQrPCp/MDArxQUJKMIJCfSmZSRy2bNmz2LjxFwDA3/9+N+666143R0QIIZ6LkpqEEELIAMRzBhjOH4Sh9LjTfTFefpCkToAoNJF+2BNC+gSe51FT2YzCs7VQNwuXzGQAhEb6IyElGPJAKnxGLHVMWGZmZuOdd953c0SEENK/UVKTEEIIGWA4jRL6k7+Da65zriORGGz8CLDxWWDEEmGCI4QQJ1xMZtZB3awVrF8RwyAyVo74lCD4+skE65cQQgghPSd4UpPnefzlL39xuo/2/4cMGeJUXwzD4KuvvsLw4cOd6ocQQgjxdDzPw1iZB33+HsBocKovcWg82NSJEHkHCBQdIYT0HM/zqK0yJTObVcIlM1mxCNEJCsQnB0HmRSdvCCGEkL7EJSM125OSfa0vQgghZKDi9Vro83bAWFPoVD+MjxyStIkQB8cJFBkhhPQcz/Ooq1bjfF6tsMlMVoS4pCDEJQVBIhUL1i8hixc/i8WLn3V3GIQQ0i+4JKnpzHpalyYxheyLEEIIGYg4ZSV0p7aCb1P3vBMxC0niSIhjh4ER0eo1hBD3ak9mFp6tg6qpTbB+WbEIccmUzCSEEEI8gaC/SoQoDkAFBgghhBBh8BwHQ/ERGIqPAE6c5xNHpECSPA6Ml59wwRFCSA/wPI/6mhYUnq1Fk1LYZGZsUiDik4MpmUkIIYR4CMGSmjQqkhBCCOk7uLZmUzGgpuoe9yHyCwI7aBLEiigBIyOEkO5zVTJTLGYQlxREyUzSazpWSP/73+/GXXfda9WmsrICc+dea97evfswAKCxsQHr1/+IHTu2obKyAm1tbQgODkFWVjZuuukvGDRosEMxNDY2YP/+vcjJOYzz5wtQWVkJjaYF3t7eUCiCkJ6egUmTLsPUqdMhEokEuNeEEOIagiQ1FyxYIEQ3LhMeHu7uEAghhJBeY6w+B33eTvAGXc86ELOQJI+BOHooGPoxQwhxI57n0VDbgvN5wiczYxODEJ8cBKmMltQgfd+BA/vw/PNLoVQqLfZXVpajsrIcmzb9invuuR+33XZnl/289dZyfP/9NzAajVbXqdVqqNVqlJWVYvPmjUhKSsYLL7yKuLh4Ae8JIYQIZ0AkNQkhhJCBgDfooM/fA2Pl2R73IfIPhiRjBkS+gQJGRggh3cPzPBrqNCjMq4WysVWwfsViBjEJgUhICfbYZKZa14JT9Xmoa2tAq0G4x6a/8Ga9EeIVhIzgwfCT+ro7HEHk5BzG448/DKPRCLFYjOTkFPj5+aOmpgZlZaUAAI7j8N577yA6OgbTps3otK/CwvPmhCbDMIiMjEJwcDCkUi+o1c0oKSlCW1ubue199/0DH330OSIiIlx/RwkhpJs885OcEEIIIRY4VS10p34Hr2nqcR9s3HCwyWOoEBAhxG14nkdjnQbnz9ZC2SBgMlPEICbRs5OZAFCsKsWu8v0wcAZ3h9JnNevUqNHUIl95HlOixyM+INbdITlt6dInwHEcbrvtTtx66x3w9/c3X3fq1EksXfoEampMy828886buOyyzqeNsyyL6dOvwOWXz8To0WPg42OZ+NXr9di+fStWrXoLdXW1UKma8OqrL2DFindcdwcJIaSHPPcTnRBCCCHgeR7G0mPQnz8A9HB9a0bqBUn6dIiD4wSOjhBCHNdQ14LCvFo0CpjMFIkYxCYEIj4lGDIvz/7po9a1UEKzGwycATvL9+EGryCPH7HZ1NSEhQufwvXX32R1XUbGULz44mu4++47wPM8qqurcPToEYwcOdpmXy+88Aq8vb07PZZEIsEVV8zC0KHD8fe/3wq1uhkHD+5HYeE5JCWlCHafCCFECLRQFiGEEOKheG0LdLm/Qn9uf48TmqLgWMjG3kIJTUKI2zTWa3BkTwmO7C0VLKEpEjGISwzEpBkpSBsa7vEJTQA4VZ9HCc1uMnAGnKrPc3cYThs5crTNhGa7wYPTMWJElnn7xIljnbbtKqHZUWRkFG6++S/m7d27dzp0O0II6U2e/+lOCCGEDEDGuhLoT28Dr+9h4QyRCJLkcRDHDgPDMMIGRwghDmis16DwbC0a6jSC9SkSMYiOVyAxNRgyL4lg/fYFdW0N7g7BI/WHx+3aa2+w22bYsBHIzc0BAJSUFAty3PT0oebLZ86cFqRPQggREiU1CSGEEA/CcwYYzu2H4cLJHvfB+MghHToDIv9QASMjhBDHKBs0OJ8ncDKTMSUzE1KD4eXdv5KZhGRkDLfbJjQ0zHxZrW52qN8zZ07hxIljKCoqQnOzCm1treC4izM/mpsvrtNdV1fTjYgJIaR3UFKTEEII8RBcSyP0J7eAU/d81Ik4eggkqRPAiOlHPyGkdzU1tuJ8Xi3qa1sE61PEAFFxCiSmhfT7ZGaIVxBqNLXuDsPjhHgFuTsEpwUHB9tt4+XlZb7cXr28M/v27cY777zZrRGdarXa4baEENJbKKlJCCGE9HE8z8NYfhr6gr0AZ+xRHwwrhWTIZRCHJQscHSGEdK2psRWFZ2tRVyN8MjMhNQTePv07mdkuI3gw8pXnaV3NbmBFLDKCB7s7DKdJJN17jvNdrLP9xRefYvXqt7odg16v7/ZtCCHE1SipSQghhPRhvL4N+jPbYawt7nEfIkUkpBmXg/HyEy4wQgixQ6U0jcwUOpkZGadA4gBKZrbzk/piSvR47CzfR4lNB7AiFlOix3t85XMhnTx5wiKhGRERiWuvvQEjRmQhMjIKAQFySKVSiESmesI5OYfx0EP3uStcQgixi5KahBBCSB9lbCyH/tQf4LU9TAgwDNjEUWATssAwImGDI4SQTqiUrTh/tg511cJNV2UYICpWjsS0EHj7SAXr19PEB8TiBq8gnKrPQ11bA1oNwlSL70+8WW+EeAUhI3gwJTQv8fnnH5svZ2QMwxtvrIKPj0+n7TUa4da9JYQQV6CkJiGEENLH8BwHQ9EhGEqOAp3PIOsS4+0PafrlECkihA2OEEI6oVK2ofBsLWoFTmZGxpiSmT6+AzeZ2ZGf1BdjI0e6OwziYXiex+HDB83b9923oMuEJkDFgQghfR8lNQkhhJA+hGtVQX/qd3BNPf8hIQ5PhmTwFDCsTMDICCHEtuYmUzKzpkrAZCaAiBg5kgZRMpMQIahUTWhtvTiyd/DgdLu3OXnyhCtDIoQQp1FSkxBCCOkjDFX50OftAow9XIxfzEIyaDLEEWlgGEbY4Agh5BJqVRvO59WhpqpZsD5NycwAJKaFwNePTswQIhSDoXvrsLa0qLFjxzYXRUMIIcKgpCYhhBDiZrxBB/3ZXTBWFfS4D1FAKCQZl0PkoxAuMEIIuQTP81Ap21Byrh7VlQInM6MDkDiIkpmEuIJcrgDLsubk5okTxzBmzLhO27/33iq0ttKamoSQvo2SmoQQQogbcU3V0J36HXxrz5MDbHwm2KTRYERiASMjhJCLjEYOVWUqlBU3QtXUJli/DIDwKFMy08+fkpmEuArLshg6dDhyc3MAAKtXr0RGxlD4+vpZtON5Hp9+uhY//PCtO8IkhJBuoaQmIYQQ4gY8z8FQkgtD4SGA71k1IEbmA0n6dIiDYgSOjhBCTDQtOpQVN6KiVAm9nhOsXwZAWJQ/ktJC4RdAyUxCesPcufPMSc1z5/Jxxx3zcOONt2Dw4CHgeR7FxUXYtOkXnDlzGgAwZ871WL/+RzdGTAghXaOkJiGEENLL+DY1dKf/ANdY0eM+xCHxkAyZCkbqLWBkhBBiGqlVV61GWXEj6mta0LPTLp0Lj/RH0qAQ+AV4CdwzIe7FcRcT/xKJxI2R2HbZZdNwzTXX4ZdffgIAVFVVYvXqt2y2nTfvdowfP5GSmoSQPo2SmoQQQkgvMtYWQX9mO3i9tmcdiMSQpI6HODqDigERQgSl1xlRXqpEWVEjWlt7WLCsC2ERpmSmv5ySmaR/0movLs3g4+Pjxkg698QTSxAdHYvPPluLlpYWq+ujoqJx993zccUVs5CTc9gNERJCiOMYnu/hnDdC+rnGRg0MBqO7w+ixoCBfiMUiGI0cGhqsv7AQQnquJ68v3qiHoWAfDOWne3xcxjcQ0qEzIPIL7nEfhJDe19c/k1XKVlwoakRVuQocJ/xPg7AIPyQNCqVkZidqasrAcUaIRGKEhdFyIp7svvv+gZMnjwMArrvuRvz734t63JdYLALDmFaoMRqFW/qhnUbTgpycIygrK4Veb0BwcDDi4xORkTFU8GMRQlzP1e8ZjhLiM41lxQgMdOzEEI3UJIQQQlyMU9dDd3IL+BZlj/tgYzLApowHI6aPbkKI84xGDtUVKpQVNaJJKVzhn45Cw03JzAAFJTNJ/2cwGFBUdN68nZSU7MZo7PPx8cWkSVPcHQYhhDiFfhkRQgghLsLzPIxlJ6E/tx/gejbym5HIIBkyDeLQBGGDI4QMSK0aHcqKlagoVUKnc82MlJBwPyQPCkGAgtb8JQPHnj07LaZzjxiR7cZoCCFkYKCkJiGEEOICvK4V+jPbYKwr7XEfosAoSNOng/HyEzAyQshAw/M8GmpbcKGoEXXVasEL/7QLCfNF0qBQyAMpmUkGlmPHjuL11182bycnpyIlJdWNERFCyMBASU1CCCFEYMaGC9Cf3gZeq+lZBwwDSdIYiONHgGFEwgZHCBkw9DojKi4oUVbcCE2L8IV/AEDEAGGRAYhLDqJkJhlQli9/BaWlxaisrEBFRbl5P8MweOihR90YGSGEDByU1CSEEEIEwnNGGAoPwlByrMd9MN4BpmJAAWECRkYIGUiam9pMhX/KmmB0QeEfAJB5sYiJD0R0vAIyL/pJQQaeEyeO4dy5fIt9UqkU//73IowcOdpNURFCyMBC30AIIYQQAXAaJfQnfwfXXNfjPsSRaZCkTQLDSgWMjBAyEHAcby78o2xsddlxgoJ9EJMYiNAIf4hEjMuOQ4gnEIlE8PPzR0REJEaNGo0bb/wLIiIi3B0WIYQMGJTUJIQQQpzA8zyMlWehz98NGA0960QsgWTwFLARtP4WIaR72lr1KCtuRHmJ6wr/sGIRImPliEkMhJ+/zCXHIMTTfPzxF+4OgRBCBjxKahJCCCE9xOm10J/6Hcbq8z3uQyQPgyRjBkTeAQJGRgjpz3ieR0OdBmVFjaitbgbvoso/vn5SxCYGIjJWAZal9X0JIYQQ0rdQUpMQQgjpAV19BZoObYBR2dizDhiAjc8GmzgKjIiSBYQQ+wx6IyouNKGsuBEtap1LjsEwQFiEP2ISAxEY7AOGoSnmhBBCCOmbKKlJCCGEdAPPcdCcPYDW/APgeK5HfTAyX0gyLoc4MErg6Agh/ZFaZSr8U1nWBKPRRYV/ZCyi4xWIjlfAy1vikmMQQgghhAiJkpqEEEKIg7i2ZuhPbQXXWtvj0Uvi0ERIhlwGRuIlcHSEkP6E43jUVDajrKgBjQ2uK/wTGOSNmMRAhEUGUOEfQgghhHgUSmoSQgghdvA8D2NVPgz5e8AbdIBM3P1OxGJIUidCHDWEpnMSQjqlbdOjrFiJ8hIltNoeFh+zQyxmEBkjR0xCIPzldIKFEEIIIZ6JkpqEEEJIF7hWFfR5O8A1lPe4D5FfECRDr4DIN1DAyAgh/QXP81DWa3ChqBG1Vc3gXFX4x1eKmMRARMbKIZH04OQMIYQQQkgfQklNQgghxAae42C8cBz6okOA0djjftjYYWBTxoIR0UcuIcSSwcChqqwJF4oaoW7WuuQYDIDQCD/EJAYhKIQK/xBCCCGk/6BfWIQQQsglOFWtaXRmc12P+2CkXpAMmQZxSLyAkRFC+gN1sxZlRY2ovNAEg7FnBcfskUrFfxb+CYS3DxX+IYQQQkj/Q0lNQggh5E+8UQ9D0WEYSo8DfM/nf4qCYyAdMg2MzFfA6AghnozjeFRcUOLUsQo01Glcdhx5oDdiEwMRFukPsVjksuMQQgghhLgbJTUJIYQQAMaGC9Dn7QTf2tzzThgGkpRxEMcOpymehBAAgLbNgLyTVSg9Xw9Niw5aXc+Xs+iMWMQgIiYAMQlBCFBQ4R9CCCGEDAyU1CSEEDKg8fo26Av2wliZ71Q/jI8c0qEzIPIPFSgyQogna9XoUFxQj4rSJkgkIpec6PDxkSAmMRBRsQpIpFT4hxBCCCEDCyU1CSGEDEg8z8NYfQ6G/D3g9W1O9SWOGgxJ2kQwYlq3jpCBTqPWoaigDpVlTc6sYtEpBkBwuB9iEwIRHOZLo8IJIYQQMmBRUpMQQsiAw7WqoD+7C1z9Baf6EUl9IE0bD3FYkkCREUI8lbpZi+L8OlSVq+CCXCYkElPhn5gEBbx9pC44AiGEEEKIZ6GkJiGEkAGD5zkYL5yAvvAQYDQ41Zd3XAa8h0yEUu2aysWEEM/Q3NSGwvw61FY2uySZKVd4ISYhEOHRAVT4hxBCCCGkA0pqEkIIGRC45jro83aAU9U61Q/jHQD5uFnwDo+H0cgBaBEmQEKIR2lqbEVRfh1qq9WC9y0SMYiIDkBMQiDkgd6C908IIYQQ0h9QUpMQQki/xhsNMBQdhqH0GJxa4I5hwMZngk0YCWmIXLgACSEeRdmgQeHZOtTXCn9Cw9tbgpgEBaLiFJDK6Gs6IYQQQkhX6NsSIYSQfsvYWA79mR3gW1VO9SMKCIVk8GUQ+YcIFBkhxJPwPI/GOg2K8uvQUK8RvP+QMF/EJAQiJNyPCv8QQgghhDiIkpqEEEL6HV7fBv25/TBW5DnXkZiFJGkMxLFDwTC0lh0hAw3P86ivaUFRfh2Uja2C9s2yIkTHKRCTGAgfXyr8QwghhBDSXZTUJIQQ0m/wPA+u5jz0+bvB69qc6ksUHAvJoMkQeQcIFB0hxFPwPI+6ajUK8+ugUjr3XnIp/wAZYhODEBEdADFLJ0sIIYS4z4IF9yA3NwcAsGjRM7jqqjlujoiQ7qGkJiGEkH6Bb1NDf3YnjHWlTvXDSLzApk2EODyFpoESMsDwPI+aymYU5dehWaUVtO/gUD+kZoSBlYrovYWQfmzZsmexceMvAIDMzGy88877bo7Iswn9eArZX8e+2l155WwsXfp8t/p5/PFHsHfvLot9f/3rbViw4GG7x6XnGBnoKKlJCCHEo/E8B2PZKejPHwSMeqf6EkemQZIyHoyUqg0TMpBwHI/qchWKCurQotYJ2ndQiA8yR8ciPDIAHMejoUH4AkOEEEL6hp07t0Oj0cDHx8eh9o2NDThwYK+LoyKk/6KkJiGEEI/Fqeuhz9sBrqnGqX4Yb39IBk+BOChWoMgIIZ6A43hUXmhCcUEdNBrnTopcKiTMF4lpIVAE+SAoyPfP0Zm8oMcghBDSt7S2tmLHjj8we/Y1DrXfvHkjjEaji6MipP+ipCYhhBCPw3MGGIpzYCg+CvBOJAkYgI0bATZxFBixRLgACSF9mtHI/ZnMrEdrq7DJzNBwPyQNCkGAgkZ8E0LIQBEZGYXKygoAwKZNvzqc1Ny06VcAAMMwCA+PQFVVpctitIWmrhNPR0lNQgghHsWorID+zA7wmian+hH5h0Ay+DKIAkIFiowQ0tcZDRzKS5UoPlcPbZtBsH4ZAGGR/khMC4G/3EuwfgkhhHiGQYMGQyaTobi4CEePHkF1dRXCwyO6vM358+dQUJAPABg+PBMMw/R6UpMQT0clFwkhhHgE3qCFLm8HdEd+di6hKRZDkjIO0lE3UkKTkAHCYOBQfK4eu38/h7MnqwVLaDIAImMCMG5aEoaPjqGEJiGEDGBXXnkVAIDjOGzevNFu+45FhmbNutplcRHSn9FITUIIIX2esaYQ+vzd4LUap/oRBUVDMmgKRD5ygSIjhPRler0RZUWNKDnfAL1euDXLRAwQGStHQmoIfHylgvVLCCGdqa2twYYN67F//x5UVJRDpVLB19cPYWHhGDNmHGbNuhoJCYl2+7n55jnm0YArV76H7OxR0Ol02LJlE377bQNKS0vQ1KREQIAcQ4akY/bsa3DZZdO7FevBg/vx668/4eTJE2hsbIC/vz+ioqJx+eUzMXv2NfD19UNOzmE89NB9AICIiEisW7e++w9KHzNz5mx88MG74DgOv/22Abff/vdO2xqNRmzZYkp8SqUyTJs2A7/9tqG3QjVbsOAe5ObmAAAWLXoGV101x2Y7T3veTJo0ynz5229/RmRkVJfH7s7zUattw6FDB3D48CHk5+ehrOwCmptVEIvFCAiQIyUlFaNHj8PVV1/rcMGo7igpKcatt94MAJDJZNiyZRdEIhGKi4uwceMv2LdvD6qqqtDcrALLstiyZRckkv67zBYlNQkhhPRZfJsa+vzdMNYWO9UPI5GBTZ0AcUTan8U6CCH9mV5nRGlhA0oLG2AwcIL1K2IYRMXJkZAaDG8fSmYSQnrHV199hg8//C9aW1st9iuVjVAqG5Gfn4cvv/wUN9/8F8yf/xBY1vGf+WVlF7B06RPmadDt6uvrsHv3TuzevRNTpkzDc8+9aDcxotW2Ydmy5/DHH1su6ase9fX1OHHiOL7++kssW/aKw/F5kvDwCGRljcSRI4dQXFyEM2dOYciQDJttDx7cj/r6egDA5MlT4Ofn15uhOm2gPm+2bNmE1157CRpNi9V1er0ebW1tqKmpxt69u7F27QdYtOgZTJo0RdAYCgrOmi8nJibDYDBgzZr38PXXn1sVnYqPT+zXCU2App8TQgjpg3ieh6HsFLQHvnY6oSmOSIFs3F/BRg6ihCYh/ZxOa0DB6Rrs3nIOhfl1giU0RSIGcYmBmDgjGUNGRFJCkxDSa1auXIF33nnTIqEZExOLrKyRSEpKNn+3MRqN+PrrL7B06RMwGBxbYqOhoR4PPnivOTEVGxuH7OxRSEsbBLFYbG63c+c2vP32ii77MhgMeOqpf1skphiGQVJSMrKzRyE+PgEAUFlZjocffgC1tTUOxehpOk4jby8CZMumTR2nnjtWVKivGMjPm/LyMouEZmBgEIYMycDIkWMwbNhwKBQK83UqVRMWLVqI3bt3ChrDuXMF5svx8fF46qmF+OKLT2A0GuHr64eMjKEYPjwTQUHBSElJFfTYfRGN1CSEENKncC2N0J/ZDq6p2ql+GC8/SAZNhjgkXqDICCF9lbbNgJJz9SgrboSR4wXrVyxmEJMQiPjkYMi86GszIaR3bd26BV9++Zl5e8iQdDz++BKkpqaZ91VVVWLFilexd+8uAMCuXTvw2Wcf4847/2m3/zfeeBVNTU2YNGkKFix4BDExsebramqq8cILzyAn5zAA4Mcfv8PcufMQGxtns6+vv/4cBw/uM29PnDgZjzzyOCIiIs37SkuL8dprL+Ho0SN2k12eaurUy7FixStobW3F1q2b8eCDj1qNnFWr1di1y5ToCg4Oxpgx49wRao8N5OcNwzAYNmwEZs++BhMmTEJIiPX6/MeO5WLVqjdx+vRJcByHl1/+D7755if4+PgKEkPH0bE7dmxDW1sbgoKCcf/9D2HmzCshkUhhNHLgeR5KZaMgx+zLaKQmIYSQPoHnDNAXHoL24LfOJTQZgI0dBtnYWyihSUg/16rRI+94FXb/fg4lhQ2CJTRZVoSktBBMviIVaRnhlNAkhPQ6vV6PFSteM2+npQ3GypX/tUhoAqb1/15+ebnFFNePP16Dmhr736WamppwxRWz8NJLyy0SUwAQFhaOl19eYU7atK8TaUtzczPWrv3AvD1x4mS89NJyi8QUAMTFJWD58rcxfHgmlEql3fg8kbe3N6ZMmQYAUCqV2Ldvt1WbP/7YAp1OCwCYMWOWxehGTzCQnze33PJ/ePfdD3HttTfYTGgCwIgRmXj77f8iI2MYANPzYOPGzkftdte5cxeTmm1tbYiLi8cHH/wPV189B1LpxZkkDMMgMDBIsOP2VZTUJIQQ4nacsgrag+tgKDoCcD2fLiryC4Js1I2QpE0Ew9L0UEL6K02LDqdzK7F36zlcKG4EJ1AyUyIRI3lQKCZdkYLkwaGQSD3rhyYhpP/Ytm0r6uvrAJiSE089tRTe3t4224pEIjz++GLzSDCDwYCffvre7jH8/PyxcOGTnS7P4+PjgzlzrjdvnzhxzGa7zZs3oq2tDYCp6M3ChU9BJLKdapBKpXj88cX9ekkge1PQO+7zxKrnA/l509lr8FIymQz33HO/eXv37h2CHL+xscH8vgAAvr6+eOWVNxAeHiFI/56IkpqEEELchjfooD+7C9qcH8G3KHvekUgMSfJYSEffDFFAmGDxEUL6lha1FidzKrD3j/MoL1VCqJnmUqkYqUNMycykQSGQSCiZSQhxr507t5kvZ2ZmIzV1UJftg4KCccUVV5q3d+3abvcYM2bMhK9v1wVqhg8fYb5cUlJss83+/XvMlydMmITQ0K6/iyUkJGLEiCy78XmqkSNHIywsHACwd+9uqFRN5uvKy8tw/HguACAlJc1q5K0noOeNY9LTh5ov5+WdEaTPSwsz3XHHPzud2j9Q0FwaQgghbmGsLYb+7C7wWuvqgd0hCoyCZPAUiHwUwgRGCOlz1Ko2FOXXo7pCBeFWzARkMhbxKUGIiQ+EmKVz/YSQvuPUqZPmy+PGTXDoNhMmTDaP0CwuLoJG09LlOn7t02O7EhJyMdGkVjfbbHPmzGnz5ezsUQ7FmpU1Erm5OQ619TQikQgzZ87GZ599DL1ej99/34wbb5wL4NJRmle5K0Sn0PPGpKKiHEeOHML58wVobGxEa6sGBoPRZtvmZhXa2trg5eXl1DE7Tj339fU1P68c9cwzT2Hr1i247bY7cd99C5yKpa+gpCYhhJBexWtboM/fA2NNoVP9MKwUbOp4iCMHu30qCiHENVTKVhTl16OmyvYPop7y8mKRkBqMqDgFxGJKZhJC+haDwYCqqkrzdlJSikO3S06+2I7jOFRUVHRZ/Tg4OMRunx2TMO1ThTvSarUWxUjaq1Xbk5CQ6FA7TzVr1tX47LOPAZgSmTfeOBc8z5vXlxSLxZg5c7YbI+y5gf68KSkpxltvvY5Dhw6A5x0/1apWq51OanYcqTllyrRu95effxaAaY3e/oKSmoQQQnoFz/MwVubBULAPvEHnVF/i8GRIUieAkQlTRZAQ0rc0NbaiML8OddVqQfv19pEgMTUEkbFyiER0MoQQ0jep1ZbvfXK53KHbyeUKi+3mZlWX7S+tyt0Tl47C8/Pzd+h29qYve7qEhEQMHpyOvLzTOH36JEpLS9DY2ICKinIAwOjRYxEUFOzmKHtmID9vcnNzsHDhQzYTtfbo9c79/gEsR2o6Orq1XWtrK8rLywAAaWldL2fhSSipSQghxOU4jRL6vB3gGivtN+4CI/OFZPBkiEMShAmMENKnNNZrUHi2Fg11GkH79fWVIiEtGBHRlMwkhPR9lyY/JBKJQ7e7tJ1erxcsJqF1VhCmP5k9+2rk5ZmmWG/a9CsaGuo7XHeNu8LyaO583rS0qLF06ZPmhKaPjy+uvvpajBkzFrGx8QgKCoZMJrOoZj9pUvcSj13RarUoLS0xb3dcs9MR588XgOM4+Pj4Ijo6RrC43I2SmoQQQlyG54wwlObCUJQDcLbXmHEIA7DRGWCTx1JVc0L6GaORQ01lM8qKG6FsaBW0bz9/GRLTghEeFUDLVBBCPMalo9E0GsdO9Gg0luuU+/m5flTbpcdoaXFshL29UaT9wYwZV+Ltt9+AwWDApk2/mh8bPz8/TJp0mZujc6++9rzhOM5um19//RmNjQ0AAH//ALz//sddFum59PXorKKi8zAaTb+nvL29u10gqH3qempqWr/6TtT/T48QQghxC66pGrpD38Fw/pBTCU3GNxCykddDMmgyJTQJ6UfUqjacPVGFXZsLcDKnQtCEZoDcCyNGx2Dc1ERERMv71Zd3Qkj/5+PjA5ns4lp57VOW7WmfWtpOoQgUNC5bZDIvKBQK83Znla4v5Wg7TyaXKzB+/EQAQE1NNVpaTEmuadNmQCaTuTM0t3P186bjFHmDwWC3fWfFjDo6dOiA+fLcuX+1m1Ssra2122d3dJx6npyc2u1Rq12tp6nT6fDKKy9g0qRRmDVrGvbt22PVpq+ipCYhhBBB8QYd9Pl7oD3yAzh1Q887EonAJo2GbMzNEMkjhAuQEOI2BgOH8pJGHNxZhH3bi1Ba1Ai93v7oCEfJFV7IGhuLMVMSEBbpT8lMQojH6rjm3Zkzpxy6zenTFyum+/sHIDIySvC4bBk0KN18OSfnsEO36SsVrF1t1qyrHdo3ELnyeePjc3HdfUdGdxYWnrfbprq6ynx58OD0LlqanDx53G6b7uhYJCg1tftrYp47157UtLxtdXUVHnjgbqxf/yMSE5OwZs0n5mS8J6CkJiGEEMEYGyugPfgtDBdOAI4XA7QiUkRCNmYuJIkjwYjE9m9ACOmzeJ5HU2MrTudWYOdv+Th9rApNyu4vsN+VwCBvZI+Pw+jJCQgJ96NkJiHE42VmZpkv79jxh0OjzX77baP58vDhI3rtvXD8+Anmy3v37kJdXV2X7UtKigdMUnPChMkICLhY6CkyMhrDh2e6L6A+xJXPm/DwcPPl8+fP2W2/e/cOu20ceQ12tHHjL91qb8+5cwXmy90t9GM0Gs2J244J0Zycw7jrrttx5swpTJkyDf/978eIiYkVJuBeQklNQgghTuONeujP7oIu52fwrfanb3SGYSWQDJ4Cafa1EPm6fsoUIcR19DojSgsbsH97EQ7uKkZ5aROMRifOdtgQHOqLURPjMWpSAoJDfSmZSQjpN66++lrz5fr6enzzzZddtt++favFSM1rrrnOZbFdaubMq8zTqbVaLZYvf6nTNQr1ej1ee+1Fh9Yw7A8kEgk2bNiK3bsPY/fuw/j225/os+pPrnzedEzcbdv2e5dtt2/fap6a3ZXg4BDz5RMnjnXZ9o8/fhc0cc/zPM6fv5jU7O5IzdLSEmi1WkilUiQkJAIAvvzyMzzyyANoalLin/+8D8uWvQofHx/BYu4tlNQkhBDiFGNjBbQHvoGhzLGpUZ0RhyZCNu6vYKPT6cseIR6K53k01LXgxJFy7NxcgLMnq6Fu1gp+nJBwP4yZnIDs8XEIDPa8L+CEEGJPfHwCpk+fYd5+//1V2Llzu822J0+ewEsv/ce8nZKShgkTJrs6RLOAgADceec/zdu7du3A4sWPW0zXBUyJlYULH0Jubo7FeopkYHLl82bKlGnmywcP7sfWrVtstjt27Chefvl5h/rMzMw2X/7uu286HQF64MA+vPjisw716aiKinKo1aZiSmKxGElJyd26ffvU9cTEZOj1ejzzzFNYtepNeHl54eWXV+DOO//psb+/qPo5IYSQHuGNehjOH4Dhwkn7jbvAyHwgSZsEcViSQJERQnqbts2AilIlKkqV0Gj0LjtOWIQ/EtNCEKDwst+YEELc7Nixo5g+fYL9hh188cV3iIiIBAAsXPgkcnOPoqGhHgaDAYsWLcTUqdNx2WXTERoahqYmJfbt24ONG38xV0WWSmVYsuQ5iMW9u3zPvHm3IyfnsLmYyq5d27F79w4kJSVDLlegoaEexcVFAEzrfS5Y8AheeOEZAADLShw6hrOPp6v7cwdPvw+uet6MGzcBCQlJKC4uBAD85z9LcPjwAUycOAV+fn6ora3Bnj278McfW8BxHK68crbF8g22XHfdjfjii0+g1Wqh0bTgvvv+gRtuuAlZWaPg7e2N6uoq7Ny5DTt2bAMAzJlzPdav/9G5B+hPHaeeJyQkQSrtXvHUggLTSFRfX1/ce++dKCw8j7i4eLz88nLExSUIEqO7UFKTEEJItxmVFdCf3g6+1f7C211ho9PBpowFww7sCpCEeCKO41Ffo0Z5iRJ1NWrwws4sN2MAhEcFIDEtGH4BlMwkhHgOnueh0+m6fZt2QUFBWLXqv3jooftRW1sDANi+/Q9s3/6Hzdv6+Pji5ZeXIyUltedB9xDLsnjppeV44YWnzfGZpsxajmaLiIjECy+8CqWy0bzPz8/PoWM4+3i6uj938PT74KrnDcuyWLz4GTz00Hy0tmpgNBqxfv2PNpOM8+bdjvHjJ9pNaoaEhOLf/16EZcueBc/zaG3V4IsvPsUXX3xq1XbEiCw8/PC/BUxqXiwS1N31NIGLSc32gkxDhmTgzTdXwdfXsddeX0ZJTUIIIQ4zjc48CEOZc4WAGF8FJIOnQKzonaqchBDhtGp0qChtQkWpEm1t3Vs0vzsYBoiMkSMhNRi+fnTigxAyMCUkJOF///sSH330AX799Se0trZatWFZFlOnXo777nsQERERbojSxMvLCy+88Cr279+LX3/9GadOnUBjYwP8/PwRFRWN6dNn4KqrroW/v79FERW5XOG2mIn7uep5M2RIBt5++7949dVlyM/Ps7o+LCwc99xzP2bNutrh6uuzZl0NPz9/vPXWclRWlltd7+8fgBtuuBn/+Mc9YFnh0m0dk5qpqWk9uL1ppGf7iNTCwnO4cOECBg8eIliM7sLwfSlNT0gf0tiogcFgdHcYPRYU5AuxWASjkUNDQ4u7wyH9gCCjMxkGbEI22IQsMCLPPa9Gry8y0BiNHGqr1KgoVaKhtsWZcxp2yWQsouLkiI5XwNune9Or+ip6zyBdqakpA8cZIRKJERYW4+5wSB8hFovAMADPm96DAVMxlWPHjqKiogwqlQq+vr4ID49AVtZIjxtx9cYbr+K7774BANx66x2YP/9BN0dEPEFPnzcFBWdx+vQpqFRN8PcPQFxcPEaMyOrxMg0GgwGnTp3AuXP5aGlpgVyuQGRkFLKyRkIicWw5BaHZes8AgNraGtxww1UQiUT47bcdWLlyOdav/xEhIaFYs+YThISEChqHEJ9pLCtGYKBja6Z77i9KQgghvUKo0ZkieRgkg6dC5BckXHCEEJdSN2tRUaJEZVkTdDrXnehjAASH+yEmXoHgMD+IRJ65WD0hhLiSTCbDmDHj3B2G07TaNmzdutm8PWzYcDdGQzyFM8+b1NRB3a4Y3hWWZTFiRBZGjMgSrE9XaS8SFBUVA29vbzz22JO4cKEUubk5ePLJx7Bq1fuQyTx3eR9KahJCCOkUp6yE7vQ250ZnisSQJI+BOHYYGEYkXHCEEJcwGjhUV6hQXqKEstF6mqOQvL0liIpTICpODi9v94xsIIQQIgye5+1WUOZ5HitWvAqlUgkACAwMwrhxE3shOtJX0fPGtdqn3revtcuyLF544VXcffcdyMs7jWXLnsNzz71I1c8JIYT0H8KNzgyHJH0aRD4KwWIjhAiP53k0N7WhvESJqjIVDB2mLQlNxAChkf6IjlMgKNTXY79EE0IIsbRo0UIkJ6di2rQZSE5Osbo+L+8M1qx5F/v37zXvu/32OwVde5B4HnreuFb7epwdC4gpFAq88spy3HffXfjjjy2Ij0/AXXfd664QnULPAkIIIRY4ZRV0Z7aB1zT1vBORGJLk0RDHDqfRmYT0YXq9EVVlTSgvUaJZpXXpsXz9pIiOVyAyRg6pjL6CEkJIf1NfX49du3bg44/XwM/PH7GxsfD19UNbWxvKy8vQ2Nhg0X78+ImYO3eem6IlfQU9b1yrffp5SoplgaGkpBQ8/fTzWLRoIdau/QAJCYm4/PKZ7gjRKfSNkhBCCIA/R2cWHoLhwnHn185Mn06jMwnpo3ieh7KhFeUlSlRXqMBxriv7IxYxCI8OQHS8AvJAbxqVSQgh/ZhIdPFEtlrdjDNnTttsJxaLMWfODXj44YX0uUDoeeNCGk0LKipMVdo7jtRsN2nSFNx77wN499238eKLzyEqKhpDhmT0dphOoernhHSCqp+TgUSw0ZlJoyGO6/+jM+n1RTyRTmtAxYUmVJQo0dKic+mxAuReiI5XIDw6ABJJzyqL9if0nkG60t1KsdpWNSqKTqOlqR56rWvXvfVEEpk3fOXBiEpMh8zbsyqCd9RZJeO+TK1WY9eu7cjJOYxz5/JRU1ONlpYWMAyDgIAAREVFIzNzJGbPvgZxcfHuDpf0EfS8EUZfec/o7ernlNQkpBOU1CQDAW80wFB4UJjRmUOmQeQbKFxwfRi9voin4Hke9TUtKC9Voq6qGS4clAmWFSEyRo6oOAUCFJ5bRdMV6D2DdKU7PwDrK0tw/vhuGA2GXorOc4lZFskjJiE4wjOTIH0lQUEI8Qx95T2jt5OaNP2cEEIGKBqdSUj/1arRo6JUicoLTWht1bv0WIFB3oiKVyA8MgBilt4HCHEVbauaEprdYDQYcP7YbvjJgz16xCYhhJDOUVKTEEIGGBqdSUj/xHE86qqbUV6iRH1NizMvb7ukUjEiY+WIjlfA10/mwiMRQtpVFJ2mhGY3GQ0GVBadRkL6GHeHQgghxAUoqUkIIQMI11QF3WkhRmeOgjhuBI3OJKQPaFFrUVHahIpSJXQ61y2bwgAICvVFdLwCoRH+EIlokX5CelNLU727Q/BIanrcCCGk36KkJiGEDAC80QBD0SEYSo85NzozINRU2ZxGZxLiVkYjh5qKZpSXKtFYr3Hpsby8WETFKRAVp4C3j8SlxyKEEEIIIcRRlNQkhJB+TpjRmSLT2pmxI8CIaHQmIe7A8zxUyjZUXmhCZVkTDAbXLQIvYoCQcH9ExysQHOYLhqFRmYS4m688GM0NNe4Ow+P4yYPdHQIhhBAXoaRmP9PW1oZz586hpKQESqUSarUaLMsiICAAcrkcycnJSEpK6tUfJw0NDTh9+jRKSkqgVqsBAH5+foiPj0d6ejqCgoJ6LRZCBhIanUlI/9Cq0aHyggqVZUpoWlxb9MfHV4LoOAUiYxWQedHXREL6kqjEdNReKKB1NbtBzLKITEx3dxiEEEJchL6terj6+nocOHAA+/fvx8GDB1FSUgKO63rkhlwux8iRIzF37lxMnToVIheMutLpdFi/fj2+/vprHD9+HDxvO6PCMAxGjBiBW265Bddeey0kEprWRogQuKZqU2XzFmXPOxGJIEkcbVo7k0ZnEtKr9HojqstVqCprQmNDq0uPJRIxCI/yR3ScAopgHxqVSUgfJfP2Q/KISTh/jCqgO0LMskgeMYkqnxNCSD/G8J1lm0ifVVdXh99++w2bNm3C4cOH7SYxuxIdHY0lS5Zg+vTpgsV35MgRLF68GEVFRd26XVJSEpYtW4bs7GzBYnFGY6MGBoPrCi64WlCQL8RiEYxGDg0NLe4Oh/QSnjPAUCjQ6Mwh0yDyo5HUttDri7gCx/Gor1Gj8kITaqvV4DjXfkXzD5AhOl6BiGg5JFKxS4810NF7BulKTU0ZOM4IkUiMsLAYu+21rWpUFp2Guqkeeq1rT3p4IonMG37yYEQmpnt0QlMsFoFhAJ43raNMCADk5BzGQw/dBwCIiIjEunXr3RwR6Sv6yntGdz/TbGFZMQIDfRxr26MjELd64403sG7dOkH6Ki8vx/z583HjjTfiueeeg1Qqdaq/devW4dlnn4Ve3/3pcYWFhfjb3/6G5557DjfddJNTcRAyENHoTEI8j3mdzLImVJerXFq9HABYsQjhMQGIiVfAX+5FozIJ8UAybz8kpI9xdxikjzIYDJgzZyaam1VQKALx88+/uWRmHiGE9AWU1Oyn5HI5goKCEBxsWhi7oaEBxcXFnY7q/P7779HY2Ii33367x1PAf/rpJyxZsqTTqebR0dGIjo4Gz/MoKytDZWWlVRu9Xo/FixdDKpVizpw5PYqDkIHGNDrzMAyluTQ6kxAP0arRo6rMVPCnRa1z+fHkgd6IiVcgLCoALEs/bgkhpL86ceIYmptVAIBx4yZQQtPFNmxYjxdffA4AkJmZjXfeed/NEQlv2bJnsXHjLwCAv//9btx1171ujoiQiyip2U/4+Phg5syZGDt2LEaPHo3Y2FirNmq1Gtu3b8eHH36I06dPW12/bds2/Oc//8Hzzz/f7eOfPXsWTz/9tM2E5pw5czB//nwkJydb7C8oKMB7772HX375xWI/z/NYsmQJ0tLSMGjQoG7HQshAwqlqoDv9h9OjM9nEUWDjMml0JiEuZNAbUV3RjKqyJjTUa1x+PIlEjKhYOaLiFPALkLn8eIQQQtxvz55d5ssTJ052YySEEOJ6lNT0cFlZWbjlllswa9Ys+Ph0veaAn58frrnmGlx11VVYvXo13n77bas23377LW644YZurWvJcRwWL16MtrY2i/0ikQj/+c9/MHfuXJu3S01NxfLlyzF27FirhGhbWxuWLFmCb775hqbGEWKDYKMz/UMgSZ8GkV+wYLERQi7iOB4NtS2ovNCEmqpml6+TCQBBIT6IjlcgNMIfYjGdqCCEkIFk715TUpNlWYwdO97N0RChZWePwu7dh90dBiF9BiU1PVR2djYefPBBTJgwodu3FYlEWLBgAaRSKZYvX25xHc/zeOONN/Dpp5863N/69etx4sQJq/0LFizoNKHZ0S233IKamhqrJOvx48fxyy+/0DR0Qi4hyOhMhgGbNJpGZxLiAjzPo7mpDZVlKlSVN0GndX3ROZkXax6V6ePr3PrYhBBCPNOFC6UoLS0BYJoK7ePj6+aICCHEtSip6YEeeughhIeHO93PPffcgz/++ANHjx612H/48GHU19eb1+O0Z82aNVb70tLScN999zkcy3333YdNmzahoKDAYv/7779PSU1C/kSjMwnp29paL66TqW52/TqZIoZBSLgfouLkCA7zg0hEMxsIIWQg27Nnp/nyhAk09ZwQ0v9RUtMDCZHQbHfXXXdhwYIFFvs4jsOuXbtw/fXX2719Tk4O8vPzrfbPnz8fYrHY4ThYlsX8+fPx6KOPWuzPz89Hbm4uMjMzHe6LkP5IuNGZo8DGZdHoTEIEYjBwqKlQobKsCY11GmfONzhMEeiNyFg5wqMCIJE6/llLCCHENb777mu88cZrAIAJEybh1Vff7LTtggX3IDc3x7z9ySdfISkpxWbbffv24JFHHgQAxMXF44svvusyjr17d5sv21tPU6VSYePG9di7dzdKS0vQ1KSEl5c3QkJCkJ09GjNnzkJ6+tAu++iuDz/8L9au/QAAMHv2NVi8+FkAwJEjh7Bp0684deoE6uvr0NLSYnF9RzzPY9euHdi9ewdOnjyOhoYG6HQ6KBQKpKamYfLkqZg162qwrGOpjtOnT2LTpl9x8uRxVFZWQqNpAcuy8PPzR1RUFFJSBiEzMxsTJkyCt7e3+XYdi+e0y83NwaRJo2weZ+XK95CdffG6js+DRYuewVVXzYFer8e2bb/j999/Q1FREerr66DTac3XA0BOzmE89JBp8FBERCTWrVvv0P08duwoduz4A7m5OaitrUVzswoSiRTh4eFITR2EMWPG4bLLplmM7r355jmoqrIs7rt27Qfmv+GlaFo8cQdKag5wEyZMAMMwVgV+KioqHLr9r7/+arVPoVDgiiuu6HYsM2fOhEKhgFKptNj/yy+/UFKTDFg8Z4Ch6AgMJbmAjUJcjqLRmYQIh+ct18k0Gl2fyvT2kSAyRo7IWDlNLyeEkD4mM3Ok+fLx47kwGo02B3hotVqcPn3SYt/Ro0c6TWrm5BwxX87KGmmzTTu1Wo1jx0wz8BISEhEdHdNp282bN+Ktt15HU1OTxX6dTgeVqgmFheexbt1XmDlzNv7970UWyTwhaTQteOWVZdi6dbND7fPyzuDVV19Afv5Zq+tqaqpRU1ONPXt24bPP/odnn12GwYOHdNqXTqfDq68uw6ZN1r9njUYjtFot6uvrcOLEcfzww7cYN24CXn99peN3rpsuXCjFM888ZfO+OaO8vAyvvvoijhw5aHWdwWBAcXERiouLsGXLJqxY8Sp++mmT3VodhPQllNQc4Hx9fSGXy60SiXV1dQ7dfufOnVb7pk+fDolE0u1YJBIJpk+fju+//97uMQgZCEyjM7eBb2nseScMY6psHk+jMwlxlmmdzCZUlamg1RpcfjyWFSEiOgCRsXLIA72pcB4hhPRRSUnJ5sEZarUaBQVnMXhwulW7U6dOQKezXJ7k6NEjuOmmv9jsNyfn4sg3e0nNAwf2wmg0reHc1dTzb7/9Cm+99brFvrCwcERFRUOjacH58+fM/WzevBEVFeVYseJtwdfn5Hkezz672Dy61N8/APHxCWAYBuXlZVbt9+/fi6VLn0Bra6t5n0KhQExMHCQSCSorK8yjCsvKSvHQQ/dhxYq3MXTocJvHf/HF5/D777+Zt8ViMeLi4hEYGASe56FSqXDhQil0Oi0AWBX6S0pKwZgx41FXV4PCwvPm+zBkSIbN4wUEyDt9LJqamvCvf81HTU01ACA8PAKRkVFoa2tDSUlxp7ez59Spk3jiiYctfuuLRCLExycgMDAIWq0WlZUVaGioBwC0tmrMf3vAtC5rQ0MDCgvPoa6uFgAQHR2D6OjYHsdEiNAoqUlsDs0XOZD8qKysRGlpqdX+8eN7XmVv3LhxVknNkpISVFZWIjIyssf9EuJJaHQmIX2Htk1vKvhT1oRmldblxxMxQHDYxXUyqXo5IYT0fQzDYMSILOzYsQ2AaYSlraTm0aMXR17KZDJotVrk5h4Fz/NWJ640Gg3y8vLM2/aSmnv27DJf7mzq+cmTJ/DOO2+Yt2Ni4vDEE4st+m5sbMR7772NX3/9+c/bHMdbby3HU0893eXxu2vnzu3QaFoQGBiEhx9eiMsum27+XcpxnMW057KyC1i69ElzQnPIkAzcf/9DyMzMtnjcTp8+iddffwn5+Weh0bTg2WcX4+OPv4Sfn5/FsfPyzlgkNO+44y789a+3wd/f36Kd0WjE6dMnsXXrFtTXWw76mTfvNsybdxs2bFiPF198DgCQnJyCFSssi986Yu3aD6DRtGDQoCF49NEnkJFxcdp/W1sbWlrU3e6zvr4OTz31mDmhKZXKcPvtd+LGG+dCLldYtC0ru4CtWzfj+++/sdi/ZInpfnWcaj9z5mzcdde93Y6HEFehpOYAp9Fo0NDQYLU/NDTU7m1tVTwHgBEjRvQ4nuHDbZ9JO3XqFCU1yYDAqWqhP7MNnNr6dekwGp1JiFOMBg41lc2oLGtCQ21Lr6yTKVd4ITJWjohoOa2TSQghHigra6Q5qZmbewT/93+3W7VpT2rKZDLMnn0NfvzxOyiVjSgqOm81Bf3YsaMwGk2zAuLi4hEcHNLpsY1GI/bv3wvANCKws9GJK1a8bB6JFxERidWrP0BQkOXJ78DAQDz11NOQyWT4/vtvAQC//vozrr32Rotkm7M0mhb4+PjinXfeR3x8gsV1IpEIUVHR5u2XX34era0aAKaE7bJlr9kcmJOePhSrVq3B/fffhYKCfFRVVWLduq9w553/tGi3f/8e8+Urr5yNu++ebzNGsViMYcNGYNiwERYjGIWm0bQgLW0Q3n77v1ZTv728vODl5dXtPt9883XzCEwvLy+8/vpKZGZm22wbExP7Z2L3VrBs92dcEuJO9Gt3gDt06BA4jrPaHxcXZ/e2Z89ar/fh5eXl0G07k5CQAJlMZrW/41lKQvojnjNAf/4gtIe/dyqhKfIPgWzMzZAkjqSEJiHdwPM86mtbcDKnAjt+y8fJoxWod3FC09tbgqS0EEyYnoQxUxIRmxhECU1CCPFQWVkXi8C0r6vZkU6nw+nTpwAAGRnDMGbMxdltHUdwXtx3sZhQZ8modidPHodKZVofc9y4CTbX8zx58rjFeo0PP7zQKqHZ0QMPPIyIiIuDSr7//usuY+iJO+/8p1VC81KnTp00F9SRy+VYsuQ/XRYB8vb2xsKFi8zbP/74nVX9iPZp3gAwbJhjA3K6UwS3Jx5/fLFga1mWlV3Ajh1/mLfvuecBu88hAJDJvFx+PwkRGv3iHeC++866gp5EIsGkSZPs3tbW1PPY2Fin1vxiGAaxsdZrdFy4cKHHfRLS13GqWugOfQ9DcU7Pp5v/WdlcOupGmm5OSDeoVW0oOF2D3VvOIWdfKSrLmlxa+IdlRYiOV2DUxHhMnJGM5MGh8PWzPplHCCHEsyQlJUMuN62b2L6uZkem9TRNy5hkZY1EZmaW+XeT7aSm4+tp7tlzsQZBZ1PPd+7cbr4cGRmNSZMu67JPmUyG6667yby9e/dOm4NhekosFuPqq+fYbffbbxcL+cyadY3VFHFbMjKGIibG9Juyrq7Wal1KqfTi5+65c+ccjNh10tIG2VyuoKe2bt1s/lspFArccMPNgvVNSF9DSc0BLC8vD1u2bLHaP3bsWIc+LMrLy632hYeHOx2XrT5sHYsQT8dzRugLhRidGQzZ6JsgSRxFozMJcYC2zYCS8/XYv6MQ+7YXofhcPdraXFf4R8QAIeF+GD4qGlOuTEX6iEgEBvtQ4R9CCOlHTOtqXhwN17FyOWCZuMzKGomAADmSk1MBwLyuZrvW1lacOXOmQ/uLo0BtaS+2IxaLMXbsBJttOlZdHzvWsRoIEydeHOjS0tLiVNGaSyUkJFqt7WjLsWO55ssjR452uP/ExGTz5fx8y1l/gwYNNl/++efv8c03X0CrbXO4b6ENH54paH8dH7MJEyb3qIgvIZ6C1tQcoIxGI5555hmbZ9vuuusuh/qwtRZncLDzI8RCQqzXi7F1LEI8GdfSCP2preCa6+w37gzDgE0cCTY+m5KZhNhhNHCorTKtk1lf2+JMDS6HBSi8EBkjR0R0AKQy+spFCCH9XVbWSOzcaXtdzY7raaanDzW3P3cu32pdTdP09Yvradr6fdSuvLwMxcVFAIARI7KsiuJ0bNcuOTnFZptLxcUlQCwWm6fSl5dfQGJikkO3tScqKsZuG57nUVxcaN7+9NOPsG6dY9PgCwsvjsDsWP0bAKZNm4H331+N2toacByHlStX4MMP/4vRo8chK2skRozIQnJySq+dfHTkseiOkpIi8+WOCVxC+iP6hj1Avfvuu8jNzbXaP3XqVEyYYPvs3qWampqs9jkywtMeWx/El34Q9YaAgO4vyNyXiESM+f+gIF83R0Pa8TyPtpITaDm5EyxnAGQ9W7eGDQiFf9ZMsHL7Rb2I8Oj15Rl4nkddjRoXihpRXqqE0WD6USaVuG69KG8fKWITAhGbGAR/uWd/jhDh0HsG6UpjIwu9ngPDMBCL6SSlJxs1ynJdTYCHWCyGTqfDqVOmkZJDhw6Ht7fp82HkyFH49tsvAQC5uTlITU0zX26XnT2yy+fF3r0Xq55PmjSl07ZqdbP5skKhcOi5JhZL4e/vb/4tplarnXqOtr8XAoCvr6/dvpqbmy3WJj1x4niPjqvRtFgcy9fXB6+99iYWLvwX6upqAZhGom7fvhXbt28FYHqMJkyYjDlzrutyPcqO96k7r+GOCVM/P/uPRbtL29m6XXOzynw5KCjI6feVjrGKRPQ+1Ve1/5kYxvbzovfiYCASMZBI2F75zkNJzQFo165dWLVqldV+f39/PPPMMw73o9ForPYJsbixt7e31b7W1lan++2u/vJmbfpwpSmOfQHX1oLmo1ugrTadPe3J2V+GEcFn0Bj4po0BI6KFvN2NXl99D8/zaKzXoKy4EeWljWjV6M3XuWrEBcuKER2vQFxiEELC/WhaOekUvWcQW0xvGUyHy8RTpaSkQi5XoKlJaV5Xc8iQdJw+fXE9zZEjR5n/zllZ2WAYBjzP4+jRI7jllr8CMI3ybJeVNbLL58WePZZJzc7a6nQXPw+lUonDz7WOU5cNBp1gz1GRSGS3r7Y2YX4D8jxndazBgwfj66+/wzfffIVff12PsjLLGg5KpRIbNqzHhg3rMXHiJCxd+hwUikC7x+rJ4+PIY9Gd4+l0OvNlqVQq+PsKvU/1fe7/GzG9llylpOYAc+7cOTzyyCM2p50/99xziIqKcrgvg8F6/TEhqqXZqman1+tttHQto1G4hbDdQSRizF+SOK4X5lmSLmmrCqHO/R2czvpkgKM6js7keAAe/hz1ZPT66lt4nkdTYyvKSkwjMltbdPZv5CSGYRAW6Y/YxCBERAeAZU2ff6bnAz0niCV6zyBdMS2HwXe4TDwXgxEjssxT0I8cOYzBg9Nx5IhlkrL97xwQIEdKSioKCvKRm5sDjuPR1taGM2dOm9tnZ4/q9HnR0qI2j+qMi4tHbGxcp239/PzQ1KT883aOL8PS0nLxu6uvr7+gz1F7ffn6Ws7g++ijzzBkSM8K6tg6lo+PH+6885+4885/ory8DDk5h3H0aA4OHz6I2toac7s9e3bj4YcX4IMP/tdl5fXOjtPT+Hp6O39/fzQ2NgIAmpvVgr+v0PtU39Qxken+vxEPnncup+JoQpSSmgNIdXU17rnnHjQ3N1tdd/vtt+Pqq6/uVn8dpwK0EyKpaasPWwlUV1Op2mAwWN9HTxEU5AuxmAHH8WhoaHF3OAMWb9RDX7AXxvIz9ht3hmHAJmSDS8iGyigG6O/pdvT6cj+e56FWaVFdoUJ1uQoaTe+c/AqQeyEiJgAR0XLIvExfo1Qq9xUXIJ6B3jNIV/R6AziOh0jEe/xJdQJkZmabk5o5OYfx17/ehpwcUyVzmUyGwYMzLP7OmZkjUVCQj8bGRpw7V4C6ujrzb5/Y2DiEhIR2+rzYu3evue2ECZO7fP4oFApzUrO8vNyh51pjYyM0movvWXK5wqnnaMeTOjxv//kuk3nBy8sLbW2mz9n6+jqXvUYiIqJw1VXX4qqrrgXP8zh+/Bg++GC1OWmcl3cGv/22EbNmWf5m7u596ti2Yx+O3u7SdrZuFxQUbE5qlpaWOP2Y9TRW0rvEYtOIX2eTic5qP4Gr1xt6/J2HZcUIDHRsFnD/mF9L7GpoaMA//vEPm1XEL7/8cjz11FPd7tPWWSohko+2kqX2zogR0hdxqhpoD65zKqEp8guCbPSNkCSNpunmhABQN2txPq8W+7YVYv+OIhQV1Ls8oenlxSIhJRjjpyZh7GWJiE8ONic0CSGEkI6yskaaLx8/nou2tjacOnUCgGk9zUsrUXdsf/ToEYsq6dnZI9GVPXt2mi9PmDCpi5ZAWtrFgjFnzpzqsm27jhXTGYZBauogh24npIyMYebL7euSupqpkn0mli9/G/HxCeb9hw7tt9m2r0lPv/iYHTt21On++uJ9JKQdJTUHgKamJvzjH//AuXPnrK6bNGkS3nzzzR6NsLz0AxkQZpp4xzVA2kmlUqf7JaS38DwHffERaA//AF5jXVDLIX9WNpeOvgkifyoGRAY2TYsORfl12LetEPu2FaIwvw4tatdOMWfFIkTFypE9Pg6TrkhBanoY/AJkLj0mIYQQz5eSkoqAADkAU2GdH39cB63WtJ5mxwRmu8zMLHPSyDqpOcqqfTuO47B//x4AgJ+fP4YPz+wyrhEjLl5/6NABhwqxbt68wXw5KSlZkKKw3TVmzLgO8Wy0OQDGVWQyGcaMGW/ebmhosGrTsR6EVts3Zm6MHj3WfPn48VyUlBQ71V9fvI+EtKOkZj+nVqtx11134cwZ65FiY8aMwapVq3qcMPT1ta5k1dLi/JQqW33YqohOSF/EtaqgO/ITDOcP9XgxExqdSQjQqtGhuKAOB3YUYc/W8ziXVwt1s9alx2QABIf6Ymh2FKZcmYqMrCgEh/rSCAVCCCEOM43yyzJvf/HFp+bLWVnWScqAADmSk1MBADk5R5CXd7pD+85Hap48eRxNTaaT52PHjrc7s+3yy6+El5ep6rper8dHH/23y/ZnzpzCtm1bzdtXX31dl+1dZc6c6+HtbZqGWlFRjk8/Xet0n3w3vqN3nH4fEBBgdX1QULD5ckVFebf6dpUpU6YiLCwcgOm+vvbai04lgzvex7KyMqfjI0RIlNTsx1paWvDPf/4TJ06csLouKysL7733nvmDrScCA62rv9lar7O7bPWhUCic7pcQV+J5HobKs9Ae+BZcU3WP+2HjhkM6+kYanUkGpLZWPUrO1+PgziLs/v08Cs7UQtXk+hEB/gEypKWHYfLMVGSPj0NkjBxilr4iEUII6ZmsrGzz5YaGegCAl5cX0tMzOmlvSl6qVE3m5bxiYmIRFhbW6TE6Vj2fOHGy3Zj8/f1xww1zzdvff/8tvvvuG5ttS0tLsHjx4+bisiEhobj66jl2j+EKAQFy3HHHP8zbH374X3z00ft2lz1rbm7Gt99+haeftl5m7dlnF+Gzzz42rzvZmby8M9i6dbN5e8SIbKs2yckp5lmPTU1N2LTp1y777A0sy+Luu+ebt3Nzc7B06ZNQq9Wd3qatrQ3ffPMFWlutK853XLrg0KH9KCoqFDZgQpxAC0L1UxqNBvfccw+OHrVeQ2P48OFYs2aNzZGW3RESEoL8/HyLfbW1tU71CQB1dXVW+0JDKcFD+i5e3wb92V0wVp/vcR+MzBeS9GkQB8UIGBkhfZ+2zYCaSlOxH2VDa6/VDZfJWETEBCAyRg5/ec9P8BFCCCGXsjXCMiPDej3Nju2//fZLi31dTT0HLiY1xWIxxo2b4FBc//znvdi3bw+Ki01JqTfeeBU7d27HlVfORmRkFFpaWpCTcwg///yDuTiPSCTCk08utapE3ptuvfUOnDlzCjt2bAPP8/joo/fxyy8/YcaMK5GRMfTPAkZGqFRNKCw8j1OnTiAn5zAMBgPS04da9VdfX4+tW9/BBx+8i+zsURg+PBNJSckICJCDYRjU1tbg0KED2LJlk3l5tfDwCMyadZVVX76+fpgwYTJ27doOAFi27Fl88slHiI6Osfh73333fCQlpbji4bFp9uxrcOTIIXOSdefObTh2LAdXXnkVhg/PhEIRCJ1Oh4qKchw/novdu3dCo2nB7NnWyetRo8YgMDAIjY0NaG1txZ13zkNq6iAEBQVbVKh+6aXlvXb/CGlHSc1+qLW1Fffeey8OHz5sdV1GRgY+/PBDQaZzx8RYJ18qKyud7reiosJqX3R0tNP9EuIKxoZy6E//AV7b86UXxGFJkAyeAkZCiRUyMOi0BtRUNqO6QoXGOs3/s3ff4U2V7R/Av1nde08oFFqgjBakTJElS0BQ4P25EEGRIqBg8RUEB4ogsmQqLyiCqCAiCAiIbGSPskrZLd17r8zfH7WRkrRN07RJ2u/nurxsnnPOc+6U9OTkzvPcT70lMkUiATy87eHt5wgXTisnIqI6EhjYEvb2DsjPz1O3PTp683HldTUfnbpc1SJBSUmJ6sRk27bt1TU8q2NpaYXly9dgxoy3cP9+2ZfxFy+ew8WL57TuLxaLMWfOJzonTeuKQCDAJ58swIoVS7Bjxy8AgLS0VPz446Za9atQKHD+/FmcP3+2yv2cnV2wcOES2NhoHxQ0bdoM3Lp1E2lpZbO14uMfIj7+YYV9Ro9+oVax6mPWrA9hZWWNnTu3AygbSbpt20/Ytu2nao6sSCKR4P3352Lu3PchlZZCoVBUKJNAZExMajYwJSUliIiIwLlzmm9MwcHB+Pbbb7XWAtFH06ZNNdqSkpIglUr1rtMplUq1JkYDAgL06o+orqiUcsjvnYP84VX9OxFJIAnuCZFXEJMr1ODJZAqkJ+cjJTEPWRmF+pacrTGhQABXD1t4+jrA3cseYk4rJyKiOiYUChEaGoYTJ46p27TV0yxXXlfz7t3bOu1f06nnj3Jzc8O6dd9jy5bvsX371gqJ10fjDw/vismTp9Xr6MKqiMVizJjxX/TrNxDff78eFy+er7ROZNlK7UHo1asPBg8eqrH9pZdehZubOy5cOIecnMqnoNvY2GLAgEGYMGGS1tJr5by9fbBx44/Ytes3nD17CnFxsSgoyDfIIrq1IRKJEBn5Pp56qg82bPgGN25cq7Tmp5+fPwYPHlphUaBH9ejxJDZu/BE7d25HVNRlJCUlori4qF4XbiLSRqAyhUq2ZBClpaWIiIjA33//rbEtKCgI33//PVxcXAx2vlOnTuG1117TaN+xYwdCQrTXi6nOtWvXMGrUKI32jRs3olu3blqOqDvZ2UWQy833Iu3iYguRSAiFQomsrNov4ET/UhZkQnbjEJQFmisg6kro6AlJSD8IrQ3zJQPVL/596UYuUyA9pQApSXnISiuAst4SmYCLuy08fRzg7m0PiYQLbpFx8ZpBVUlLS4BSqYBQKIKHB8vQUBmRSAiBoGzdSYVCWWHb9OlvqUcX/vDDLwgIaKbXOeRyOa5fv4q4uFjk5eXC0tIK7u7uCA3tVGUSzxQUFBTg6tUopKWlIC8vDyKRCHZ29vDz80dgYEud12SIj3+I2Nj7SE1NQVFREQQCIezt7dGsWXO0atUalpYNZyZVRkYGrl6NQlZWBgoKCmBtbQ0PD08EBbWCry+vPeauqmtGfTLEe5pYLIKzs41u++p1BjI5UqkUU6ZM0ZrQDAwMxMaNGw2a0ASAtm3bQigUqgtIl7t8+bLeSc2oqCiNNpFIpHd/RIakUqmgSLgG2d2zgFLPhLdAAHHzJyBuEgaBkCPGqOFRyJVIT81HamI+MtIKoKynTKYAgLObDbx8HeDh7QCJBROZRETU8BQVFSIq6hIAwNfXT++EJlA2+jE0tCNCQyufGm+q7Ozs0L17z1r34+/fBP7+TQwQkelzc3ND3779jR0GkUExqdkASKVSTJs2DcePH9fY1qxZM3z//fdwdXU1+HkdHBzQtm1bXL1acfrtyZMn8fLLL+vV58mTJzXa2rZta7Ap80T6UpUWQnrzCJSZCXr3IbBxhEVIPwgdKl/JksgcKRRKZKYVICUxDxmpBVAo6i+R6eRansi0h4Ulb2uIiKhhO3v2tHpac/fuNZt6TkTU0PDu38zJ5XJMnz4dR44c0dgWEBCATZs21enK4X369NGa1MzNzYWjo24Fq8vl5ORoHWnat2/fWsVIVFuKtPuQxRyDSlaqdx8i39aQtOwOgUj7qpdE5kapVCEzrQCpSXlITy6AvB6nuTg5W8PT1wGePvawtOLfFBERNR62tnZ47bU3AAB9+nDUHRE1bkxqmjGFQoEZM2bgr7/+0tjWtGlTbNq0CR4edTsibNiwYVixYkWFgsMymQxbt27FxIkTa9TXtm3bNIopCwQCDB2qWdyZqD6o5FLI7pyCIilG7z4EEitIWveGyD3AcIERGYlSqUJ2RiFSEvOQlpwPubz+EpmOTlbw9HGAh48DrG2YyCQiosYpPLwrwsO7GjsMIiKTwKSmmVIqlXjvvfdw4MABjW3+/v7YtGkTPD096zwOf39/PPXUUzh69GiF9g0bNmD06NE6F5jOysrC+vXrNdp79+4NPz8WLab6p8xNhfTGIaiKNVeE1JXQtQksWj8FgaWtASMjql8qlQrZGUVIScpDWlI+ZLL6W0DN3sESnj4O8PR1gI2tRb2dl4iIiIiITB+TmmZIpVLhgw8+wJ49ezS2+fn5YdOmTfDy8qq3eCIiIjSSmjk5OZg1axbWrFkDYTWLoSgUCsyePRu5ubkV2gUCASIiIgwdLlGVVEol5LEXIY+9VLZ0nD6EIkhadoPINwQCgcCwARLVA5VKhZysYqQm5iE1OQ/S0vpLZNraWcDLtyyRaWtnWW/nJSIiIiIi88Kkphn69NNPsWPHDo12a2trvPvuu0hLS0NaWlqtzmFhYYE2bdrotG9oaChGjBiBnTt3Vmg/cuQIIiMjMX/+fFhbW2s9tqioCLNnz9ZaE3TEiBHo0KFDjWMn0peyKBey6ENQ5ur/9yO0d4MkpB+EtrqNUiYyFSqVCnk5JWVTy5PyUFIir7dz29hK4OXrCE8fe9g5WNXbeYmIiIiIyHwJVCp9hyKRsfTt2xeJiYl1eg5fX18cPnxY5/3z8vIwYsQIrXH5+Pjg1VdfRa9evdRTyePj43HixAl89913SElJ0TjGz88Pv/32m1FXPc/OLoJcXn+jkwzNxcUWIpEQCoUSWVmFxg7HpKlUKiiSYyC7/Teg0DORIwDETUIhbt4ZAqHIsAGSyWkof1/liczUf6aWFxfLqj/IQKytJf8s9uMAe0dLjmqmBq2hXDOobqSlJUCpVEAoFMHDg2WXqIxIJIRAUDZxSFGPi/ERkXkylWuGId7TxGIRnJ1tdNtXrzMQPcbBwQFr167F2LFjkZOTU2FbUlISFixYgAULFujUl5OTE9auXWvUhCY1HippMWQxx6FIf6B3HwIrO0ja9IXI2ceAkRHVDWMmMq2sxOoamQ5OVkxkEhERERGR3pjUJIMJDg7Gpk2bMHnyZCQkJOjVh7+/P9asWYOgoCADR0ekSZEZD9nNI1CVFundh8irBSTBT0IgZu0/Ml3GTGRaWorh4W0PLz8HODpbM5FJREREREQGwaQmGVRwcDB27NiBpUuX4pdffoFCodv0bZFIhDFjxmDGjBkcoUl1TqWQQ37vLOTx1/TuQyC2gCT4SYi8WhowMiLDMWYi08JCBA9ve3j6OsDZ1YaJTCIiIiIiMjjW1KQ6k5SUhO3bt+Po0aO4desW5PKKtQrFYjGCg4PRu3dvjBo1Cj4+pjV1lzU1GyZlfgakNw5BVZitdx9CZ29I2vSF0MregJGROTHVvy9jJjLFYiE8fezh6eMAZzdbCIVMZBKVM9VrBpkG1tQkbUylPh4RmQdTuWawpiY1GD4+Ppg2bRqmTZsGmUyG5ORk5OfnAwDs7e3h7e0NiURi5CipsVCpVFA8vALZ/XOAUs+LvEAASWA4RE06QCAQGjZAIj0ZNZEpEsLd2x6ePvZw9bBjIpOIiIiIiOoNk5pULyQSCZo0aWLsMKiRUpUUQBp9GMrsJL37ENg6wSKkH4T27gaMjEg/xkxkikQCuHuWTS139SgbfUZERERERFTfmNQkogZNkXoXspjjUMmlevch9guBuEVXCEQcWUzGY8xEplAogJunHbx8HeDmYQeRmIlMIiIiIiIyLiY1iahBUslLIbv9NxTJt/XuQ2BhDUnr3hC5NTVgZES6M2oiUyCAq4ctPH0d4O5lDzETmUREREREZEKY1CSiBkeZk1y2GFBJgd59iNybQtKqNwQW1gaMjKh6xk1kAi7utvD0cYC7tz0kElG9nZuIiIiIiKgmmNQkogZDpVRC/uA85HGXAZWenYjEkLTsDpFPawgEXPSE6ofJJDK97CGxYCKTiIiIiIhMH5OaRNQgKItyILtxCMq8dL37EDq4QxLSD0IbJ8MFRlQJJjKJiIiIiIj0x6QmEZk1lUoFRdJNyO6cAhRy/ToRAOKAjhAHPAGBkHUDqe4wkUlERERERGQYTGoSkdlSSYshu3kEioyHevchsLaHRZt+EDp5GTAyon8xkUlERERERGR4TGoSkVlSZMRBdvMIVNISvfsQeQdBEtQTArGFASMjYiKTiIiIiIiorjGpSURmRaWQQX7nNOSJ0Xr3IZBYQNLqKYg8Ag0YGTV2TGQSERERERHVHyY1ichsKPPSIb3xF1RFuXr3IXTxhUXrPhBY2RkwMmqsVCoVcrOLmcgkIiIiojqxYcM3+O67/wEABg8eig8++Ni4ARnBH3/sxueffwIACA3tiFWr1hk5IjIVTGoSkclTqZSQx0VBfv88oFLp14lQCElgF4j820MgEBg2QGpUVCoVsjIKkZKQi/i4bORkF9fbuZnIJCIiMl3z53+Mffv2VLmPWCyGnZ0dPD290bp1G/Tt+zTCwjrpdX+anZ2N8+fP4MKFc7hz5xZyc3ORk5MDgQCws7OHq6srWrQIQuvWIXjyyafg5uZebZ+PJo/0Ycik26hRw5CSklzpdktLS9jZ2cHX1x+tW4fg6acHoVWr1gY5NxGZByY1icikqeSlkF4/BGWm/osBCe1cIAnpB6GdqwEjo8amIK8EyQl5SE3Mg1KhhEAggErfJHsNMJFJRETUcMjlcuTk5CAnJwe3bt3Ezp2/IjS0I2bP/gg+Pr469ZGVlYkfftiInTt3QCot1bpPaWkpMjMzcPv2Lfzxx24sW7YI7duH4qWXxqJbt56GfEpGU1pa+s/zzMTVq1HYunULunfvif/+dw5cXd2MHR4R1QMmNYnIZCkLMiG9egCq4jy9+xA3aQ9xYDgEQl7uqOZKS2RISchDckIu8vP+/dBgWceJRSYyiYiIzJu9vQNatw7RaC8tLUFaWiqSk5PUbVFRlzBlykR8/fW38PDwrLLfixfPY+7c95GXV7Eck1gshre3DxwdnSAWi5GTk42MjHQUFBQAAJRKJaKiLiEq6hKGDn0W778/V6fnER7eTaf9yjVv3qJG++vK19cPvr7+FdpKSoqRmBiPzMxMddupUycxbdokrF27AQ4OjnUSCxGZDn7KJyKTpEi7B2n0EUAh1+t4gaUNJG36QuTiZ+DIqKGTy5VIS85DSkIestILUfdjMcswkUlERNRwBAa2wNKlKyvdHh//EGvWfIUTJ44BANLSUrFixRJ89tmiSo/588/9mD//IygUCnVbt2498NxzYxAa2hHW1tYV9lepVLh9+xbOnj2FnTt/RVpa6j/nStP5eVT1HOrTgAGDMWHCm1q3Xb0ahSVLFuLevbsAgLi4WKxbtwaRkbPqM0QiMgImNYnIpKhUSsjvnYM8LkrvPkQezSBp9RQEEivDBUYNmlKpQlZ6WZ3MtOR8KJT1k8pkIpOIiKhx8vdvgvnzv8Tbb0fg8uWLAIATJ44hNzcHjo5OGvvfuXMLCxd+qk5o2tnZ4dNPF6Jz566VnkMgECA4uBWCg1vhhRdewb59e7B2rWkkKQ2pfftQrFz5DcaNe1GduN2zZxciIqbC1paLgxI1ZExqEpHJUMlKIL3xF5SZCfp1IJJAEtwTIq8gLgZE1VKpVMjPLUFyfC5SEvMglSqqP8gAmMgkIiIiABAKhRgz5gV1UlOhUCAm5ia6dKk45Vsul2Pu3Fnq+pmWlpZYuXIdWrYM0vlcEokEw4ePRNeu3XHgwD7DPQkT4eDgiP/850WsXLkMQNnv7MqVKHTv3jDqhxKRdkxqEpFJKKufuR+q4ny9jhc6epYtBmTtYODIqKEpLpKW1cmMz0VhobRezslEJhEREWnTtGlAhce5ubka+/z11wEkJPy7aOakSVNrlNB8lIeHJ155ZZxex5q69u1DKzxOTk6scn+5XI7Lly/g/PlziImJxsOHccjLK6vl7+DggKZNm6FTpycwbNhIODs7V3v+DRu+wXff/Q9AxVXgr1+/hl27fsW1a1eRnp4KicQCfn7+6NHjSYwe/QLs7Aw3mlSpVGLp0i+wc+evAMoS5zNnzsawYSO07h8dfR2HDh3EpUvnkZ6ejsLCAtjbO8DPzx/duvXAsGEj4eTkVOU5L126gGnTJgEAvLy8sX37bgBAbOwD/PHHbpw7dwYZGWnIzc2Fp6eXentdKS0twfnzZ3Hhwnncvh2DhIR45OfnQSQSwcHBES1atETnzl3xzDPDYWNjU21/8+d/jH379gAAXnvtDUyY8CaUSiX+/vs4DhzYh7t3byMzMwPFxcXq7Y87d+4M9u7dhevXryE7Owv29vbw8fFFv34DMHjwUNja2lX6e6yKSqXCiRPHcPLksX/6zkRpqRROTk5o2TIITz7ZG4MGPQOxuOGm/hruMyMis6FIvQvpzaP61c8UCCBu9gTETcMgEAoNHhs1DDKpAqlJZQv+5GQV18s5mcgkIiKi6shkFe9/bWysNfbZunWL+mdXV1eMHDmqzuMyR/b2FQc3lC+SpM2lSxcwd+5/tSaRASAjIx0ZGem4ePEcNm/+DlOnzsDw4SNrFI9cLseaNV9h27afKrSXlpYiJiYaMTHR2LlzO5YuXY3AwNovsCSXy/Hpp3Nx6NBBAGWjcz/88FP06dNfY9/s7GwsWbIAR48e1tiWlZWJrKyyFeW3bNmEt99+F4MHD61RLJs3b8T69Wsr1H+tDwcP7seXXy5AUVGhxjaZTIaSkrKFuk6dOonvvvsfZs/+CD179qrRObKyMvHJJ3Nx8eK5avctLS3B/Pmf4PDhgxXaMzMzkZmZiWvXrmLr1p8wf/4XNYoBAGJibmLRos9w+/YtjW1paalIS0vF33+fwA8/fI+PP56PVq1a1/gc5oBJTSIyGpVSCfn9s5DHXdHreIG1PSxC+kPoWPUqkdQ4KRRKZKYVIDk+DxmpBVCq6r5OJhOZRERU1xT5+Si8dhWyjHQoioqMHY7JEdnYQOLmDtt27SGytzd2ONW6fv1qhcfNmgVWeJyWloo7d26rHw8aNLRBj7qqjccTlDY2tpXum56eVmF/e3sH+Pr6wdbWFjKZDImJCcjMzAAAFBcXY9Gi+ZDJZHj++TE6x7N48QLs2bMLAODo6IgmTZpCKBTh/v17yM8vGxGamZmJd9+dii1bfqlV/c+SkhLMnj0T586dBgBYW1tj/vwvER6uWXM1KSkRM2ZMQUJCvLrN0tISzZoFwtbWFllZmYiNfQCVSoWCgnzMn/8xCgsLMGrU/+kUy48/bsI336wCAFhYWKBZs0DY2NggLS0VSqVS7+eoi8TEhAoJTWdnF3h5ecPGxhZSaQni4x8iJycHAJCXl4vZsyPx+eeLdU5symQyREa+jdu3YwAALi6u8PPzh0KhwMOHcRX2lcvlmDXr338ToKzObbNmzeHk5IzMzAzExcUiOTkR77zzFt5++12dn+eZM6cwd+5/UVz872ANJycn+Ps3gURigaSkRKSkJAMAEhIeYtq0SVi6dCXatm2v8znMBa+GRGQUKlkJpNcPQplV9bSQyghd/WAR0p+LAVEFKpUKOVnFSE7IRWpiHuTyur1xApjIJCKi+lN8/z5yjx2BSiYzdigmS5GXB2lKCopuxcCpdx9YNWtu7JAqlZOTgx9++F79OCSkHXx9/SrsExV1ucLj0NCO9RKbObpy5VKFx82bB1ayZ5nAwJYYOvRZdO/eU+P3DgB3797B11+vxJkzpwAAq1d/hW7desDHx7faWE6dOoHc3Fx4eHhi+vSZ6NGjF4T/zCqTy+X4+ecf8M03q6FSqZCRkY4ff9yMN96I0PWpVpCXl4f33ntHnSC3t3fAl18u15rAkkqlmD17pjqh6erqhsmTp6Fv36chkUjU+6WlpWL16q9w6NCfAIBVq8r6a9WqTZWxZGdn4ZtvVkMkEmH8+IkYPfqFClO8ExP1XDtBRwKBAO3adcDgwUPRvXtPuLm5a+xz5UoUVq9ejujo61AqlVi4cB62bdtVZRK83I4dv6CoqBC+vn5499330blzF/VaDnK5XJ0IB8pGWD+a0OzR40lMn/4evLy81W0PH8biyy8X4PLli1i5cqlOzzEhIR5z576vTmi2bh2CyZOnoVOnJyAUCqBSlQ3uiI6+jsWLF+D27VsoKirExx9/gI0bfzJouQNTwLmaRFTvlPkZKD3/q94JTXHTUFh0GMKEJqkV5pfi7s00/P3XPVz4Ow6JcTl1nNAUwMPbAR27NkWvgUEI69oEPk2cmNAkIqI6o8jPZ0KzBlQyGXKOHoEiX7967XWltLQU8fEPsWPHLxg//iV13Udra2vMmPFfjf1jYm5WeFxdUqmxys3NwS+//Kx+7OTkjA4dwirdv1evPvj++58wevT/aU1oAkCLFi2xaNFyPPVUHwCAVFqK337brmM8uXB2dsGaNRvw5JO91QlNABCLxXj55XEVRn2W12ysqYyMDEydOlGd0HR1dcPq1esqHZG3efN3uHu3bOSvt7cvNmz4AQMHDqmQ0ATKaq9+8snnGDasbMq9XC7H2rUrq42ntLQUCoUCH3zwMV59dYJGzcrKfteGMmbMi1i7dgOGDx+pNaEJAB06hGLlym8QEtIOQNmXC/v27dWp/6KiQnh4eGLNmvUID+9aYXFasVgMT08vAEB+fr66vipQltBcsGBJhYQmADRpEoAlS1aifftQ9QjS6ixc+CmKi4vU/a5duwFhYZ00Fspt06YtVq9er66/m5KSjO3bf9boz9xxpCYR1StFyh1IY44C+tRXEYlh0aYPRB5Vf+tKjUNpiVxdJzMvp6RezmnvYAlvf0e0CvGGnb0lFAolsrI0a/YQEREZWuG1q0xo1pBKJkPh9atw6Naj3s8dFXUJPXs+odO+YWGdMG3aDLRsGayxLScnW/2zWCzWacEaQ9L1OZT75Zff4e3tU0fRaHflShSWLFmA9PQ0ddsbb0RUOU3f2lqzdqk2QqEQkye/jWPHjgAATpw4hrfeelunY9966214eXlVun306BewfftWAGUjI1NTU9RJMV0kJiZg+vS3kJRUlhj38fHFsmWrK00clpSU4Ndft6kfz5nzMdzc3Ko8x9tvv4vjxw8jNzcXFy+ex8OHsWjSJKDKY7p374kBAwbr/DwMSdd/V0tLS0ycOBlvv102OvbkyWM6lxaYOnU6XF2r/r39+ec+lJSUfT6xsLBEZOSsContR1lYWOC99z7AK6+Mgaqaclk3blxHVFTZiGRHR0fMmTOv2td5ZORsvPnmOADAzp2/4tVXJ2gkQM0Zk5pEVC9USiXk985A/vBq9TtrIbB2gEX7gRDauRo4MjInCrkSaSn5SEnIRWZ6IeqhTCasrMTw8nOEt58D7BzKRgdb20iqOYqIiMiwZBnpxg7BLMnSTfv3FhraEc89NxqBgS21bs/L+7fuo67TRrdv/xmnTv1d5T4vvPASOnfWrLdoqv78cx9u3Lheoa20tAQJCQ+RmZlZof3ll8fh2WefM9i5fX394OTkhJycHCQmxiM/Px/21dRrtbW1Rf/+A6vt183NHRn//G0/fBirc1Lz3r27mDHjLfVzDwxsgSVLVlWZpDx9+qT69RQU1KrKkazlrKys0KtXH+zevRMAcPHihWqTmjVdUMlY2rRpq/758RHRlXFycsaTT/audr8zZ/79++vevSfc3T2q3D8goBk6dAhTJywrc+DAvyNKBw0aWu3rEABCQtrCz88fCQnxyMhIR1xcLAICmlV7nLlgUpOI6pxKWlxWPzM7Sa/jha5NYBHSDwKJpYEjI3OgUqmQlV6I5IQ8pCfnQ66o+zqZYrEQnj728PJzhLOrTYP6NpOIiIjqnr29A1q3DtFoVyoVyMvLw8OHsSgpKUFU1CVERV1C69Zt8OmnX2hMT5U9MjpXIrHQ6dwPHtyvUMtPm/79B+jUV3h4N532K2dpWTf364mJCdXWY+zUqTPGj5+oU7LuUVlZmTh79jTu3r2DzMwMFBUVQS6vuCp9UVFZ/cLyGpjVJZOCg1vrtKCTu/u/Sc38/MpXa3/UtWtX8N5709WLDbVt2x6LFi2Hg4NDlcdduRKl/rlTp846nQuouHhV+QI5VWnfPlTnvutSUlIiLl48j3v37iA7OxvFxUWQy7XPFszPz0NJSQmsrKoubxYS0lanf9ebN6PVP3fsqPuI7eqSmrX5Nyyvo3r7dgyTmkREulLmpUN67QBUJbq9ST9OHNAR4uZPQCBgCeDGRKVSoSCvFMkJuUhJyENpqbz6g2pJKABcPezg7e8IN087iER8zRERkemQuLlDmpJi7DDMjsRde129uhYY2AJLl1Zeg1Aul+P48aNYtWoZ0tJScfNmNKZOnYQNGzbBwcFRvZ+d3b/Js8LC+i95U9VzMDV37txGVlZm9Tv+Iz09DStXLsOxY4ehqEFprMLC6j/XuLjoNrvM0vLfJFppafXllGJionHkyF/qqc3h4V0xf/6XOk27fvDgnvrnU6dO4N69uzrFmJHx77T+6uo+2tnZV3j9GkNcXCy++moxzp8/W+107kcVFBRUm9TUpSZoaWlphbIRTZsG6HT+6hKNKpUKsbH31Y83b/5WXb4AAASCsv9UKmjMZrt//99/a11rd5oLJjWJqM7IU25DdvMYoNSnfqbkn/qZprtiJRleSbEMKQm5SE7IRUG+tF7O6ehsDR9/R3h428PCkm+LRERkmmzbtUfRrRjW1awBgUQC20oWTDE2sViMvn37o1Wr1hg37kUUFRUiOTkRa9euwn//+4F6v0dH35WNNJNXO1Js5szZmDlztkZ7TetjGkJWViY+++zjaverLnn62mtvYMKEN9WPS0tLkZqagkuXzmPLls1ITk5EXl4uPv74A4jF4mqnCD94cB9Tp75ZIfmkK6m0+nvUxxfe0YUuCbgHD/5NakkkErz77vs615HMzf23lEFcXCzi4mJrHGN1Cd3HFwZ63IEDf+DAgX1V7tO5cxe88MLLNY4NKKtlGxk5TZ30rQmZrPp/V11WSC8oqLg42aNfTFTF1rbq8hIFBQUVku/XrulX1k2XpLw54ac3IjI4lVIJ+d3TkMdf0+t4gY0jLNoPgtC2fguhk3HIZAqkJZXVyczOLEI9lMmEjY0E3v6O8PJzhI2tblO5iIiIjElkbw+n3n2Qc5QroOtCIJHAqXcfiHSoOWdMPj6+GDJkmHpV4gMH/sDUqdNhb1+W4Hh00Z2ykVoP0KKF9vqbpqi0tLTaqfD6sLS0RJMmTdGkSVM8/fQgTJsWgVu3bkKhUGDBgk/RqlWbSusYKhQKfPjh++qEpoWFBQYMGIxu3XqiWbNmcHV1g6WlVYXk8ahRw5CSkmzw51FTbdq0RUJCPPLyciGTyTBjxhSsWrWu2pqNAFBSUlzr8yuVVZeBqmwxnHIJCfHVvh5cXfVbQ6GwsABz576vTmja2NjimWeGIzy8C/z9m8LFxRWWlpYQiUTqY2qa6K/LklTV/e4M8e8HVP9vaG6Y1CQig6pt/UyRWxNIQvpBIGb9zIZMqVQhM60AyfG5SE8tgFJZ96lMCwsRPH0c4O3vCAcnK9bJJCIis2PVrDnc3dxReP0qZOnpUBQVGTskkyOysYHE3R22bdubfEKzXPv2oeqkplRaipiYaHTuHA4A6NAhtMK+MTE3zCqpWR9sbe3w6acLMXbsf1BSUoK8vFysXv0VPv54vtb9//77hHrEo1gsxldfrUW7dh2qPEeRifytNW0agMjI9/H225ORn5+HxMQETJ06CatWfQM3t6pLLTw6EnDy5Lfx4ouv1HW49Wrv3t+RnZ0FoKym7bp1G+Hv36TS/YuK6qacw+MLeuk6MrK8RmplHh/JuX79JrRq1Ub9WCQSqqefK+phDQJTwaQmERmMMi/tn/qZ+r1BiJt1grjZE0w2NVAqlQq52cVISchDSmIeZDI9yhLUkFAogIeXPbz8HODqYQehkK8tIiIybyJ7ezh062HsMMiAykdllsvMzFD/3KZNW1haWqK0tBQAcPjwIQwdOqI+w6sVb28fnDx5oc7P4+PjixdfHItvv10HADh06E+8+OIrCApqpbHv+fNn1T8PGDC42oRmSUmJxpRiYwoKaoVly1bjnXcmo6AgHwkJDzF16ptYuXJdlaufu7i4qH/Oycmqj1A1TJjwZoUyAob06L/r6NH/V2VCEwDS09PrJA5LSys4OTmpa1fGxcXqtFhQdeUAbGxsYGVlpR6JWp7Abey4CgIRGYQ8+RZKL+7SL6EpksCi/UBImndmQrMBKiqQ4l5MOk4duofzJ+MQH5tdpwlNAQAXNxuEhHrjqYEt0e4JX7h72TOhSURERCYpL69iwuzRxWMkEgkGDBiifnzhwlnExz+st9jMyf/930vqRWpUKpU6wfm41NR/F9wKDm5dbb/R0ddNbspuq1atsWzZKvWowPj4h3j77UlVLpQUEtJO/fONG9frPMb69ui/66MjGCtz/bp+NSl1ERz87/kvXdItqV/dyudAw/831AeTmkRUKyqlErJbJyCLPqLXgkACG0dYdn4OIveqV3sj8yKTKhD/IAvnjj/A34fv4f7tDBQV1W39Lzt7S7Rs7Y6eT7dAp+5N4dPECWKJqPoDiYiIiIzoypWKyQwvL68Kj1944WV1vT2lUokvvvjM5JJspsDGxhajR/+f+vHff5/AnTu3NfaTy+U16vePP3bXOra60Lp1CJYsWQVb27LFa+LiYjFtWkSlI/jCw7uqf75+/SoSEuLrJc76UtN/13379tRRJEC3bt3VP586dQIZGRlV7F32b6dLUvPRf8M//9xXYeGgxopJTSLSm0paBOnl3ZAn3NDreJF7U1h2fo4LAjUQSqUK6Sn5uHI+AccP3EbMtVTk5tR85cGasLQSo2mgC7o+1Qzd+jRHQEs3WFnXfLVJIiIiImNISIivkFxxdXVDy5bBFfZp0qQpRo9+Qf04KuoSFi9ewISGFqNG/Z86yadSqfD99+s19nl0iva1a1eq7O/Gjev488+qV+s2ppCQtliyZKV6Ve7Y2PuYNm0SsrM1V3Vv06Yt2rVrD6BssaSlS79oUMlxV1fd/10PH/5LpySivgYMGAJLy7I1IkpLS7FkyYJKf9cymQxffvm5Tv8Ww4aNgLV12QrzSUmJ2Lz5O8MFbaaY1CQivSjz0lB67lcoc/RbBVDc/AlI2g3igkANQEFeCW7fSMWJg3cQdS4Bacn5qMt1f8QiIXz8HdGxWxM8+XQLBIV4wt7RqvoDiYiIiEyEXC7HoUMHMXXqmygu/ndV41deGae1HFNExFR1QgoAfv/9N0yf/hZiYm5Wey6lUokDB/4wTOAmzt7eHs89N0b9+NixI7h//16FfUJDO6p/PnLkL1y4cE5rX7duxeD992eYfOKvbdv2WLz4K3Wy68GD+3jnnQh1TcdHRURMU6/+fe7cGXzwwUzk5eVW2b9MJsOxY4cxceI4dW1XU/Tov+uvv27DvXt3te539uxpfP75x3Uai4ODA8aNe139+MSJY/jgg/cqTJEHgIcP4xAZOQ1RUZfg5OSkQ7+OePXV8erHGzZ8g2+/XVftKNX8/Hz88svP+PDDWTV7ImaACwURUY3Jk25CdusEoMcbvEAsgSSkH0RuAYYPjOqNTKpASmIukuJzkVfHozEBQCAAXD3s4O3nAHdPe4jE/E6OiIiITNe9e3cxY8ZUjXalUoGCggLExt5XL/hRrnfvvhg5crTW/sRiMb74Yjnmzn0fFy+WJeEuXbqA119/BSEh7fDEE+Fo1qw5HB2dYGlpieLiYqSlpeL27Vv4++/jSEtLrdBf+WjG6mh7DlWxsbHGZ58tqtExhvaf/7yE7dt/RnFxMVQqFTZt+rbCSuj9+j2Nb75ZhczMTCgUCkRGTsPQoSPQtWs32Ns7ICMjA2fO/K2e3hse3g2xsfc1foempH37UCxe/BUiI6ehuLgY9+7dxTvvTMaKFWvVdUbL95syZTq++moxgLJk24ULw9C//wCEhnaEm5s7RCIRCgryER8fj5iYaJw9e9qkFkqqzLPPPocff9yE0tJSFBUVYtKk8Rg58nmEhT0Ba2trpKam4PjxIzh27AiAslGPu3fvrLN4XnjhFVy6dEG9gNGJE0dx8uQxNG8eCEdHJ2RlZSI29gGAstXap0yZjs8++wgAIBZXPvPspZdexc2bN3Ds2BF17dg9e3ZhwIBBCAlpC0dHJ8hkcuTl5eL+/Xu4ceMaLl26ALlcjjZt2tbZ8zUWJjWJSGcqpQLy239Dnhit1/ECWydYtB8EoY2TYQOjeqFUqpCZVoDk+FykpxRAqarD4Zj/cHSygpefI7x8HWBhybcsIiIiMg/5+Xk4d+60TvtKJBK8/PI4vPrqBPUoOm0cHBywZMkKrFu3Btu3b4VUWjZq7saNa7hx45pO5woMbIm3335Xp9WYAej8HMqVL1xjTE5OThgxYhR++mkzAODw4YMYP34imjRpCqBsIaYPP/wMkZHTIJPJIJfLsXPnduzcuV2jr4CA5pg7dx7eeGNsvT4HfXToEIZFi5Zj5sy3UVJSgrt3b+OddyZj+fK1cHBwUO83enTZFP3FixdAKpWiuLgIu3fvrNMEX31wc3PHzJmzMX/+x1CpVCguLsKPP27Gjz9u1ti3Q4cwvPPOzDp9zmKxGAsWLMFnn32Io0cPAygrifD4CFIvL2989tki5OT8WzKgqr8jgUCATz5ZgBUrlmDHjl8AAGlpqfjhh+/r4FmYPn5CJCKdqEoLIb32J5S5+n1DKXIPgKRNXwjEFgaOjOpaQV4pkuJzkJKQh9LSmhXg1oe1tQTe/o7w8nOArR3LExAREVHDIRAIYG1tA0dHJ7Ro0QJhYZ3w9NOD4OzsotPxYrEYkydPw5gxL+CnnzbjxIljSEpKrPIYJydndOvWA4MHD0VYWCet09sbmhdeeBk7dmxDaWkplEolNm36FnPmfKLe3qlTZ6xc+Q2+/PJzrdOUraysMGjQM3jrrXdgbW1dn6HXSlhYJyxatBzvvfcOSkpKcPv2LUyf/haWL18De3t79X5DhgxDaGhHbNr0LQ4d+rNCCYTHeXv7oHv3nhg8eKi6TqSpGjToGdjZ2eOrr5YgOVnz78Le3gEjR47C+PETIRbXfTrMysoKn322CGfOnMLevb/jxo1ryM7Ogp2dPXx8fNG3b38MGTIc9vb2FWrrOjo6VdmvWCzGjBn/Rb9+A/H99+tx8eL5SmvsCgQCtGwZhF69+mDw4KGGfHomQaBS1cNQGyIzlJ1dBLncfItvu7jYQiQSQqFQIiursFZ9KXNTIb12AKrSopofLADEzTtD3LRjo7iBaijKp5cnx+fW+WI/ACCRCOHp4wBvf0c4Olub/GvFkH9fRNTw8ZpBVUlLS4BSqYBQKIKHh5+xwyETIRIJIRAAKhWgUFRd8ik5OQl37txGTk42cnNzIRQKYG/vACcnZ7RsGQRvb596itr8qFQqxMREIybmJvLz82Bv7wAPD0+EhXWCjY2NscOrFzKZDNHR1xEfH4fc3FwolUrY2NjCy8sbzZsHmuXrRy6X48aNa7h79zYKCwvh6OgEb28fhIV1gkRimouKLlu2CL/+ug1A2RTziAjdSz8UFBTg+vUrSEtL/ecaIISdnT38/PwRGNhSp3qdhmKI9zSxWARnZ93+/jhSk4iqJE+MLqufqcf3HwKxxT/1M5vWQWRkaEqlClnphUh6mFMv08uFQgHcPe3g7e8IVw87CIWmncgkIiIiMkXe3j5mmXgyBQKBAK1bh6B16xBjh2I0EokEHTqEoUOHMGOHYjBisdisnlNpaQkOHfpT/fjRRcF0YWdnhx49ntT5i5CGhElNItJKpZRDdvtvKBKrX1FRG9bPNB8F+aVIji8blVkf08udXW3g7ecADx8HSCSV140iIiIiIiIyVyqVqtoZaCqVCkuXLlKvVu/s7IKuXXvUQ3QNA5OaRKShrH7mAShz0/Q6XuTRDJLWfVg/04TJpAqkJuUh6WFOvUwvt7WzgLefI7z8HGFtY5pTPoiIiIiIiAxl9uxIBAa2RJ8+/REY2EJje0zMTaxfvxZnzpxSt73yyrh6qffZUPA3RUQVKHNSIL3+p971MyXNu0DUNNTkayI2Rurp5fH/TC9X1u30crFYCG8/R3j7O8LByYqvCSIiIiIiajQyMzNx4sQxbNy4HnZ29vD394etrR1KSkqQmJiA7OysCvt369YDo0e/YKRozROTmkQEoGzYuyIxGrLbJ/Wvn9m2P0SuTeogOqoN9fTyhFyUltTt9HIBAFcPW3j7O8Hdyw4ikbBOz0dERERERGSKhMJ/PwsVFOTj5s1orfuJRCIMGzYS77wTyYEgNcSkJhGV1c+8dRKKpBi9jhfauUDSbiCENo4Gjoz0ZYzp5T7+ZaMyLa04vZyIiIiIiBq3xYtX4MSJo7h06QLu3r2NtLRUFBYWQiAQwMHBAT4+vggN7YTBg4eiSRMurqsPJjWJGjlVSUFZ/cy8dL2OF3kGQtLqKdbPNAEqVfnq5blIS8mvl+nlXr4O8GnixOnlREREREREj7Czs8PgwUMxePBQY4fSYDGpSdSIKXKSILt2ECppcc0PFgCSwC4QNWH9TGMrzC9FUr1PL3eEu5c9p5cTERERERGRUTCpSdQIldXPvAHZ7b/1q58psYAk5GmIXP3rIDrShUymQGpiPU4vt7WAT5Oy1cutrDm9nIiIiIiIiIyLSU2iRkallEMWcwKK5Ft6HS+0c4Gk/SAIrR0MHBlVRz29PD4XacmcXk5ERERERESNF5OaRI1I7etntoCk9VMQiDhSrz4VFvyzenl8LkrqYXq5i7stfJpwejkRERERERGZLiY1iRoJRXYSZNf/hEqqx1RlASBp0Q0i//YcrVdP1NPL43ORm61HzdMasrW1gPc/q5dzejkRERERERGZOiY1iRo4lUoFefxVyO6c1rN+piUkbZ+GyMWvDqKjR5VPL0+Oz0VqPU0v9/R1gI+/IxydrZmwJiIiIiIiIrPBpCZRA6ZSyFBw+S/I7l3X63ihvSsk7QayfmYdM8r0cn9HuHtzejkRERERERGZJyY1iRooRVEeci/shTQnVa/jRV4tIGnF+pl1pahQirSkPKQm5SMvt+5XL7exlcDH34nTy4mIiIiIiKhBYFKTqAFSZCci584RqGT61M8UQNKyG0R+7Tgd2cCKi6RITay/RKZYJISnH6eXExERERERUcPDpCZRA6JSqaCIvwrZ3TOwsBDWOIklkFhB0u5piJx96yjCxqe4SIrUpHykJuUhL6fuE5kCAM5uNvBp4gQPL3uIxJxeTkRERERERA0Pk5pEDYgi/gpkd87odazQ3g2S9gMhtLI3cFSNT3GRDKlJeUhLykNuPSQyAcDGRgKfJk7w8nOEtQ2nlxMREREREVHDxqQmUQOhzEuD7K5+CU2RdxAkwb0gEPGSoK/iItk/NTLrL5EpFgnh6WsPnyZOnF5OREREREREjQozGEQNhCLlDqCq4UECASQtu0Pk15YJMT0UF8mQlpyH1MT6S2Sqp5f7O8HDm9PLiYiIiIiIqHFiUpOogVAWZNRof4GFFSRtB0Dk7FNHETVMJcVlU8vrM5EJlE0v9/5n9XJOLyciIiIiIqLGjklNogZCILHSeV+hgzss2g2EwMquDiNqONSJzKR85GYX19t5y6eXe/s7wcmF08uJiIiIiIiIyjGpSdRACJ39oEh7UO1+Iu9gSFo9CYGQf/5VKSmWIS05H6mJecipx0QmALi42cDb3xGe3g6cXk5ERERERESkBbMaRA2EyKcV5A+vQFWcp30HgQCSoB4Q+YZwxF8ljJnIdHSygqePAzx8HDi9nIiIiIiIiKgaTGoSNRACoQiWnZ6F9Mo+KPMr1tcU2DrBotVTEDp5Gyk601VaIkNqUj5Sk/KQk1X/iUwPHwd4+tjD2saiXs9NREREREREZM6Y1CRqQASWtrB44jkoc5NhI02HSGwBga0TCiy9IBBwGnO50hK5etXynKziGi8aXxsO/4zIZCKTiIiIiIiMacqUiYiKugQAmD37IwwZMszIERHVDJOaRA2MQCiEyNkXti5BEImEUCiUKMwqNHZYRmfURKajFTx97OHh4wAbWyYyiYiIiBqq+fM/xr59ewAAoaEdsWrVOiNHZN4M/fs0ZH+P9lVu4MDBmDv30xr1895703Hq1IkKbf/3fy9jypR3qj0vX2PU2DGpSUQNljqRmZSPnMwiJjKJiIiIiKjOHD9+FEVFRbCxsdFp/+zsLJw9e6qOoyJquJjUJKIGpbREjvSUssV+sus5kWnvaPnP1HImMomIiIiIGpvi4mIcO3YYgwcP1Wn/P//cB4VCUcdRETVcTGoSkdmTlsrVq5bXeyLT4Z9Epi8TmUREREREjZG3tw+Sk5MAAPv379U5qbl//14AgEAggKenF1JSkussRm04dZ3MHZOaRGSW1InMpDxkZxgpkenjABs7JjKJiIiIiBqz4OBWsLS0RGzsA1y+fBGpqSnw9PSq8ph79+7izp3bAID27UMhEAjqPalJZO64HDIRmQ1pqRwJsdm4eCoOxw/cwc2rKciqp4SmvYMlWrRyR/e+zdG1d3M0C3JjQpOIiIiIiAAAAwcOAQAolUr8+ee+avd/dJGhQYOeqbO4iBoyjtQkIpOmUCiRkVqApPhcZKYVQFWPQzLt7MunltvD1s6y/k5MRERERPSI9PQ0/PHHbpw58zeSkhKRl5cHW1s7eHh4Ijy8KwYNegYBAc2q7WfUqGHq0YArVnyNjh2fgFQqxcGD+3HgwB94+DAOubk5cHBwROvWbTB48FA89VTfGsV67twZ7N27C9evX0N2dhbs7e3h4+OLfv0GYPDgobC1tcOlSxcwbdokAICXlze2b99d81+KiRkwYDD+97+1UCqVOHDgD7zyymuV7qtQKHDwYFni08LCEn369MeBA3/UV6hqU6ZMRFTUJQDA7NkfYciQYVr3M7fXTc+eT6h//uWX3+Ht7VPluWvyeiwtLcH582dx4cJ53L4dg4SEeOTn50EkEsHBwREtWrRE585d8cwzw3VeMKom4uJi8dJLowAAlpaWOHjwBIRCIWJjH2Dfvj04ffpvpKSkID8/D2KxGAcPnoBEIjF4HKaCSU0iMjkqlQq52cVIjs9FSmIe5HJlvZ1bncj0sYetPROZRERERGRcP//8AzZs+AbFxcUV2nNyspGTk43bt2Pw00+bMWrUfxARMQ1ise4f8xMS4jF37n/V06DLZWZm4OTJ4zh58jh69eqDTz75vNrESGlpCebP/wSHDx98rK9MZGZm4tq1q9i69SfMn/+FzvGZE09PL4SFdcLFi+cRG/sAN2/eQOvWIVr3PXfuDDIzMwEATz7ZC3Z2dvUZaq011tfNwYP78eWXC1BUVKixTSaToaSkBGlpqTh16iS+++5/mD37I/Ts2cugMdy5c0v9c7NmgZDL5Vi//mts3bpFY9Gppk2bNeiEJsDp50RkQoqLZHhwOwOnD9/H+ZNxSIjLqZeEpp29JQKD3dCtT3N069MczYPdmNAkIiIiIqNbsWIpVq1aXiGh6efnj7CwTmjePBACgQBA2ci/rVt/xNy5/4VcLtep76ysTEyd+qY6MeXv3wQdOz6BoKBgiEQi9X7Hjx/BypVLq+xLLpdj1qyZFRJTAoEAzZsHomPHJ9C0aQAAIDk5Ee+88xbS09N0itHcPDqNvHwRIG3273906rluiwqZisb8uklMTKiQ0HR2dkHr1iHo1Ckc7dq1h5OTk3pbXl4uZs+OxMmTxw0aw927d9Q/N23aFLNmReLHHzdBoVDA1tYOISFt0b59KFxcXNGiRUuDntsUcaQmERmVXK5EWlIekuNzkZVZVG/ntbO3gId32arldkxgEhERkZkoLS5A0oNoFOZmQlZaXP0BjYzE0hq2jq7wadYGltbmNfrtcYcOHcRPP/2gfty6dRu8994ctGwZpG5LSUnG0qWLcOrUCQDAiRPH8MMPGzFu3OvV9r9s2SLk5uaiZ89emDJlOvz8/NXb0tJS8dlnH+HSpQsAgJ07f8Xo0S/A37+J1r62bt2Cc+dOqx/36PEkpk9/D15e3uq2hw9j8eWXC3D58sVqk13mqnfvfli69AsUFxfj0KE/MXXqDI2RswUFBThxoizR5erqivDwrsYIVW+N+XUjEAjQrl0HDB48FN2794Sbm7vGPleuRGH16uWIjr4OpVKJhQvnYdu2XbCxsTVIDI+Ojj127AhKSkrg4uKKyZOnYcCAgZBILKBQKKFSqZCTk22Qc5oyJjWJqN6pVCpkZRQhOT4Xacl5UCjqp1CmrZ2FetVyOwcmMomIiMi8ZCbH4d7Vk1DoOBKvMSopzEd+VhrS4+8gsENPuHo1NXZIepHJZFi69Ev146CgVlix4htYW1tX2M/LyxsLFy6pMCJs48b1GDJkGDw8PKs8R25uLp5+ehA+/PBT9YjPch4enli4cClefPF5ZGSkq+tEvv76JI1+8vPz8d13/1M/7tHjSSxYsARCYcWJoU2aBGDJkpV4553JuHo1Sqffg7mxtrZGr159cODAH8jJycHp0yfx5JO9K+xz+PBBSKWlAID+/QdVGN1oDhrz62bMmBfx6qsTqtynQ4dQrFz5DaZNm4QbN64hJycH+/btxfPPjzFIDHfv/pvULCkpQZMmTbFs2Wr4+PhAIIB6DQqBQABnZxeDnNOUcfo5EdWbwoJS3L2ZhpMH7+LS6YdITsit84SmrZ0Fmge5oVvv5ujeNxCBrdyZ0CQiIiKzU1pcwIRmDSjkcty7chKlxQXGDkUvR44cQmZmBoCy5MSsWXM1EprlhEIh3nvvA/VIMLlcjl27dlR7Djs7e0RGvq+RmCpnY2ODYcNGqB9fu3ZF635//rkPJSUlAMoWvYmMnKWRmCpnYWGB9977oNJzNgTVTUF/tM0cVz1vzK+byv4GH2dpaYmJEyerH588ecwg58/OzlJfFwDA1tYWX3yxDJ6eXgbp3xwxqUlEdUomVSAhNhvnjj/AqcP38eBOJkpK6vZm3Na2PJHZDN36NGcik4iIiMxe0oNoJjRrSCGXI/lBtLHD0Mvx40fUP4eGdkTLlsFV7u/i4oqnnx6ofnzixNFqz9G//wDY2lY9Rb99+w7qn+PiYrXuc+bM3+qfu3fvCXd3jyr7DAhohg4dwqqNz1x16tRZPUr21KmTyMvLVW9LTExQjzZs0SKoQikBc8HXjW7atGmr/jkm5qZB+nx8YaZXX3290qn9jQWnnxORwSmVKmSmFSA5PhfpKQVQqup+ermtrQU8ff9dtdzY3+IRERERGVJhbqaxQzBLBWb6e7tx47r6565du+t0TPfuT6pHaMbGPkBRUWGVdfxCQtpV26eb27+JpoKCfK373Lz5b+K4Y8cndIo1LKwToqIu6bSvuREKhRgwYDB++GEjZDIZ/vrrTzz33GgAj4/SHGKsEGuFr5sySUmJuHjxPO7du4Ps7GwUFxdBLldo3Tc/Pw8lJSWwsrKq1TkfnXpua2urfl3p6qOPZuHQoYN4+eVxmDRpSq1iMRVMahKRQahUKuTnliI5IRcpCbmQSrVf0A3JxlZSoUYmE5lEREREZO7kcjlSUpLVj5s3b6HTcYGB/+6nVCqRlJRU5erHrq5u1fb5aBKmfKrwo0pLSyssRlK+WnV1AgKa6bSfuRo06Bn88MNGAGWJzOeeGw2VSoUDB/4AAIhEIgwYMNiIEeqvsb9u4uJi8dVXi3H+/FmoajB4p6CgoNZJzUdHavbq1afG/d2+fQtAWY3ehoJJTSKqldISOVIScpEUn4uC/NI6P5+FhQhefo7w9nOEvSMTmURERNQ42Dq6Ij8rzdhhmB07R1djh1BjBQUV64A6OjrqdJyjo1OFx/n5eVXu//iq3Pp4fBSenZ29TsdVN33Z3AUENEOrVm0QExON6OjrePgwDtnZWUhKSgQAdO7cBS4u5vfaBBr36yYq6hIiI6dpTdRWRyaT1vr8j47U1HV0a7ni4mIkJiYAAIKCqi5nYU6Y1CSiGlMolEhPyUdyfC4y0wtR17PLhQIB3L3s4O3vCFcPOwiFTGQSERFR4+LTrA3S4++wrmYNiMRieDdrY+wwauzx5IdEItHpuMf3k8lkBovJ0CpbEKYhGTz4GcTElE2x3r9/L7KyMh/ZNtRYYZk1Y75uCgsLMHfu++qEpo2NLZ55ZjjCw7vA378pXFxcYWlpWWE1+549a5Z4rEppaSkePoxTP360Zqcu7t27A6VSCRsbW/j6+hksLmNjUpOIdKJSqZCbXYyk+FykJuZBLlfW+Tkdnazg08QJnj4OkFiIqj+AiIiIqIGytLZDYIeeuHeFK6DrQiQWI7BDT1ham9+IwMdHoxUVFel0XFFRYYXHdnZ1/9wfP0dhoW6vD4SYAABthklEQVSrzVc3irQh6N9/IFauXAa5XI79+/eqfzd2dnbo2fMpI0dnXKb2ulEqq/9su3fv78jOzgIA2Ns7YN26jVUu0vP432NtPXhwDwpFWYk3a2vrGi8QVD51vWXLoAY125FJTSKqUnGRFMnxeUiOz0FRUd1/22tlJYa3vyO8/R1ha8cVy4mIiIjKuXo1hZ2jK5IfRKMgNxOy0mJjh2RyJJbWsHN0hXezNmaZ0AQAGxsbWFpaobS0bERYUlKiTqs+l08tLefk5Fwn8T3K0tIKTk5OyMnJAVBWb1CXabGVrYjdkDg6OqFbtx44ceIY0tJS1e19+vSHpWXj/pxT168bsVgM+T9f/sh1+BKossWMHnX+/Fn1z6NH/1+1ScX09PRq+6yJR6eeBwa2rPGo1arqaUqlUixbtgi7d++EnZ09PvroM3Tr1qN2AdcTJjWJSINcrkRaUh6S43ORlanbN8O1IRIJ4OHtAB9/Rzi72TSob46IiIiIDMnS2g4BbcKNHQbVsaCgYFy7dgUAcPPmDZ2mK0dH/7tiur29A7y9feosvkcFB7fB2bOnAACXLl3AyJGjqj3GVFawrmuDBj2DEyeOabRR3b5ubGxskZeXC0C30Z3379+rdp/U1BT1z61aVV/W4vr1q9XuUxOPLhLUsmXNa2LevVue1Kx4bGpqCubM+S9u3ryBZs2aY8GCJfDz869dsPWo4ReyICKdqFQqZKYV4PqlRBw/cBs3opLrPKHp4mqDkFBv9BoYhLYdfeDibsuEJhERERE1eqGh/47MPHbssE6jzQ4c2Kf+uX37DvV2X92tW3f1z6dOnUBGRkaV+8fFxTaapGb37k/CweHfhZ68vX3Rvn2o8QIyIXX5uvH09FT/fO/e3Wr3P3nyWLX76PI3+Kh9+/bUaP/q3L17R/1zTRf6USgU6sTtownRS5cuYMKEV3Dz5g306tUH33yz0awSmgCTmkSNXmF+Ke5Ep+Hkwbu4dCYeyQl5UCjqbuUfG1sJWrRyR8/+LdCpR1P4NHGCWMxLERERERFRuWeeGa7+OTMzE9u2/VTl/kePHqowUnPo0GfrLLbHDRgwRD2durS0FEuWLKi0RqFMJsOXX36uUw3DhkAikeCPPw7h5MkLOHnyAn75ZRcHcfyjLl83jybujhz5q8p9jx49pJ6aXRVXVzf1z+WjqCtz+PBfBk3cq1Qq3Lv3b1KzpiM1Hz6MQ2lpKSwsLBAQ0AwA8NNPP2D69LeQm5uD11+fhPnzF8HGxsZgMdcXZhKIGiGZVIH4B1k4d/wBTh25j9i7mSgpqbuC82KxEH5NndC5Z1N07xuIZkFusLbRbRVHIiIiIqLGpmnTAPTt21/9eN261Th+/KjWfa9fv4YFC+apH7doEYTu3Z+s6xDVHBwcMG7c6+rHJ04cwwcfvFdhui5QlliJjJyGqKhLcHJyqrf4yDTV5eumV68+6p/PnTuDQ4cOat3vypXLWLjwU536DA3tqP7511+3VToC9OzZ0/j884916lNXSUmJKCgoW0xJJBKhefPAGh1fPnW9WbNAyGQyfPTRLKxevRxWVlZYuHApxo173WyT7aypSdRIKJVl08uTHuYiIzUfyrobjAkAEAgAVw87+Pg7ws3TDiIRv0MhIiIiosbjypXL6Nu3e/U7PuLHH3+Fl5c3ACAy8n1ERV1GVlYm5HI5Zs+ORO/effHUU33h7u6B3NwcnD79N/bt26NeFdnCwhJz5nwCkUhk8OdTlRdeeAWXLl1QL6Zy4sRRnDx5DM2bB8LR0QlZWZmIjX0AoKze55Qp0/HZZx8BAMRi3QY71Pb3Wdf9GYO5P4e6et107dodAQHNERt7HwAwb94cXLhwFj169IKdnR3S09Pw998ncPjwQSiVSgwcOLhC+QZtnn32Ofz44yaUlpaiqKgQkyaNx8iRzyMs7AlYW1sjNTUFx48fwbFjRwAAw4aNwO7dO2v3C/rHo1PPAwKaw8LCokbH37lTNhLV1tYWb745Dvfv30OTJk2xcOESNGkSYJAYjYVJTaIGTKVSISerCLeupSAlMQ9SqaLOz2nvYAlvf0d4+TrC0oqXGCIiIiJqnFQqFaRSaY2PKefi4oLVq7/BtGmTkZ6eBgA4evQwjh49rPVYGxtbLFy4BC1atNQ/aD2JxWIsWLAEn332oTq+simzFUezeXl547PPFiEnJ1vdZmen2yr1tf191nV/xmDuz6GuXjdisRgffPARpk2LQHFxERQKBXbv3qk1yfjCC6+gW7ce1SY13dzcMXPmbMyf/zFUKhWKi4vw44+b8eOPmzX27dAhDO+8M9OASc1/FwmqaT1N4N+k5qVLFwAArVuHYPny1bC11e1vz5Qx40DUAJWWyHEnOhUJcTnIzS5CaR0nMy0sRfD2dYS3vyPsHa3q9FxERERERI1FQEBzfP/9T/j22/9h795dKC4u1thHLBajd+9+mDRpKry8vIwQZRkrKyt89tkinDlzCnv3/o4bN64hOzsLdnb28PHxRd++/TFkyHDY29tXWETF0dHJaDGT8dXV66Z16xCsXPkNFi2aj9u3YzS2e3h4YuLEyRg06Bl1sq86gwY9Azs7e3z11RIkJydqbLe3d8DIkaMwfvxEiMWGS7c9mtRs2TJIj+PLRnqWj0i9f/8u4uPj0apVa4PFaCwClSml6YlMSHZ2EeTyuh/ZaEgKhRKxdzIReycTEokQAoEAKpWqTpKaQoEA7l528PZ3hKuHHYRC86zBQaQPFxdbiERCKBRKZGUVGjscIjJxvGZQVdLSEqBUKiAUiuDh4WfscMhEiERCCASASlV2jw+ULaZy5cplJCUlIC8vD7a2tvD09EJYWCezG3G1bNki/PrrNgDASy+9ioiIqUaOiMyBvq+bO3duITr6BvLycmFv74AmTZqiQ4cwvcs0yOVy3LhxDXfv3kZhYSEcHZ3g7e2DsLBOkEiMs3aEtmsGAKSnp2HkyCEQCoU4cOAYVqxYgt27d8LNzR3r12+Cm5u7QeMwxHuaWCyCs7NuixZxpCZRA6FSqRAdlYyUxLw6PY+jszV8/B3h6eMAiUX91uohIiIiImqsLC0tER7e1dhh1FppaQkOHfpT/bhdu/ZGjIbMRW1eNy1bBtd4xfCqiMVidOgQhg4dwgzWZ10pXyTIx8cP1tbWePfd9xEf/xBRUZfw/vvvYvXqdbC0NN/Zlly5g6iByEgtqLOEprW1BM1auqJ73+YIfzIAfgHOTGgSEREREZGaLpNAVSoVli5dhJycHACAs7MLunbtUceRkSnj66ZulU+9L6+1KxaL8dlni+Dt7YuYmGjMn/+JSdVZrSmO1CRqINJT8g3an0gkgKePA7z9HeHsagOBgNPLiYiIiIhIu9mzIxEY2BJ9+vRHYGALje0xMTexfv1anDlzSt32yivjDFp7kMwPXzd1q7we56MLiDk5OeGLL5Zg0qQJOHz4IJo2DcCECW8aK8Ra4auAqIEoLKjZqnfaCAA4u9nA298RHt4OEIs5mJuIiIiIiKqXmZmJEyeOYePG9bCzs4e/vz9sbe1QUlKCxMQEZGdnVdi/W7ceGD36BSNFS6aCr5u6VT79vEWLigsMNW/eAh9++Clmz47Ed9/9DwEBzdCv3wBjhFgrTGoSNRA2thbIydJcDVEXtrYW8PZ3hJefI6xtjFPYmIiIiIiIzJdQ+O+AiIKCfNy8Ga11P5FIhGHDRuKddyI5G4z4uqlDRUWFSEoqW6X90ZGa5Xr27IU333wLa9euxOeffwIfH1+0bh1S32HWClc/J6qEua1+npqUh6sXEtWPLS1EVa5+LpEI4enjAJ8mTnBwsuIbA1ENcCVjIqoJXjOoKlz9nLSpbCVjU1ZQUIATJ47i0qULuHv3NtLSUlFYWAiBQAAHBwf4+PgiNLQTBg8eiiZNmho7XDIRfN0YhqlcM+p79XMmNYkqYW5JTZVKhaiz8chIK/uwpC2pKRAAbh528PZ3hJunHUQiTi8n0gcTFERUE7xmUFWY1CRtTCVBQUTmwVSuGfWd1OT0c6IGQiAQoH1nP9yNTsPDB9kVttk7WMLb3xHefo6wsOSfPRERERERERGZN2Y3iBoQkUiI4HZeaB7sDpVCBZFICFt7S5SUyowdGhERERERERGRwTCpSdQASSxEFaa6MalJRERERERERA0JC+oRERERERERERGRWWFSk4iIiIiIiIiIiMwKk5pERERERERERERkVlhTk+rN3bt3cfv2baSlpaGoqAiWlpZwcXFBYGAgWrduDYlEYuwQiYiIiIiIiIjIDDCpSXUqOTkZmzZtwp49e5CWllbpfra2tujbty/Gjh2L9u3b12OERERERERERERkbpjUpDqhVCqxbt06rF27FiUlJdXuX1hYiN27d2P37t149tlnMXfuXNjb29dDpEREREREREREZG5YU5MMrqSkBBEREVi2bJlOCc3H7dq1C6NGjUJ8fHwdREdEREREZDqEwrKPZEqlEiqVysjREBER6UelUkGpVAL4972trjGpSQalUCgwdepUHD16VOt2iUSCVq1aoVu3bmjfvj1sbGy07hcbG4tXX321yinrRERERETmTigsnzynglwuM2osRERE+ip7Dyv7cu7f97a6xennZFArVqzA8ePHNdodHBzw1ltv4fnnn68wrVwmk+Hw4cNYunQpYmNjKxyTmJiId999Fxs3boRIJKrr0ImIiIiI6p2VlTWk0mIAQElJISQSCyNHREREVHMlJYXqn62srOvlnBypSQYTExOD//3vfxrtfn5+2LFjB8aNG6dRJ1MikWDgwIH47bff0LNnT41jz507h59//rnOYiYiIiIiMiZLy39nLhUVFUAqrXn5JiIiImOSSktQVFSgfvzoe1tdYlKTDGbhwoVQKBQV2mxsbLBu3Tr4+/tXeayNjQ1WrVqFli1bamxbsWIFCgsLtRxFRERERGTeRCIRrKzKPvypVEpkZ6cjPz8bMpmUNTaJiMhkqVQqyGRS5OdnIzs7HSpVWT1NKyubeptty+nnZBDXrl3D6dOnNdojIiIQGBioUx/W1tb49NNP8X//938V2nNycrBt2za89tprBomViIiIiMiUODq6QalMh1RaDJVKicLCPBQW5gEQ1NtiC2RaBAKB+mcmt4moOsa4ZpQtClTxXBYW1nB0dKuX8wNMapKBbNu2TaPNyckJr7zySo36CQsLQ8+ePXHy5EmN/pnUJCIiIqKGSCAQwNnZHbm5GSgpKXpkiwpKpaLS46jhEgoFAAQoew0wqUlEVTOFa4aVlQ0cHd0qJFjrGpOaVGtyuRwHDhzQaB82bBisrWteHHbMmDEaSc379+/jxo0bCAkJ0TtOIiIiIiJTJRAI4OTkDoVCgdLSIpSUFEOplP8zEoYaG4lEDIEAUKkAmUxu7HCIyMQZ45ohFAohFIphZWUNS8v6m3L+KCY1qdaioqKQm5ur0T5w4EC9+uvduzesrKxQUlKxSPrx48eZ1CQiIiKiBk0kEsHGxh42NvbV70wNlouLLUQiIRQKJbKyuL4AEVWtsV4zWKCFau3s2bMabdbW1ggNDdWrP0tLS4SFhWm0nzlzRq/+iIiIiIiIiIioYWFSk2rt2rVrGm2tW7eGRCLRu8/27dtrtEVHR+vdHxERERERERERNRxMalKt3b59W6OtZcuWteozODhYoy0vLw+JiYm16peIiIiIiIiIiMwfk5pUK1KpFMnJyRrtTZs2rVW//v7+Wtvj4+Nr1S8REREREREREZk/JjWpVlJSUrSuyOjp6Vmrfis7niM1iYiIiIiIiIiISU2qlaysLK3trq6uterXzc2tRucjIiIiIiIiIqLGQ2zsAMi85ebmam23t7evVb8ikQg2NjYoKiqq0J6Tk1OrfmvCwcGq3s5VF4RCgfr/Li62Ro6GqGHh3xcR1QSvGURUU7xuEFFNNNZrBpOaVCuFhYVa221sbGrdt7W1tUZSs7i4uNb96kokahgDmQUCAUQigbHDIGqQ+PdFRDXBawYR1RSvG0RUE43tmsGkJtWKXC7X2i4W1/6lpa0PmUxW6351pVBo1go1J0KhAAKBACqVCkqlytjhEDUo/PsioprgNYOIaorXDSKqiYZ2zdB1kBmTmlQr2hYJAgChsPajHEUikUZbZUnUupCXVwK5XFFv5zM0FxdbiEQCKJUqZGVpH1FLRPrh3xcR1QSvGURUU7xuEFFNNKRrhlgsgrOzbrN/G8b8WjIabYlHAFAoap8M1JbAlEgkte6XiIiIiIiIiIjMG5OaVCsWFhZa2w0xTVxbH5Wdj4iIiIiIiIiIGg9OP6dasbXVvqpWZQsI1YS2Pio7X11oKAsFAWXDt4mobvDvi4hqgtcMIqopXjeIqCbM/ZpRk1wMk5pUK05OTlrb8/LyatVvaWkppFKpRruzs3Ot+q0JBwerejtXXRKJhDrXoyCimuHfFxHVBK8ZRFRTvG4QUU00tmtGwxmKRkbh7u6utT0jI6NW/aanp2ttd3Nzq1W/RERERERERERk/pjUpFrx8PDQWucyKSmpVv0mJydrbffz86tVv0REREREREREZP6Y1KRaEQgEaNKkiUZ7bGxsrfqt7Hht5yIiIiIiIiIiosaFSU2qtdatW2u0xcTE1KrPmzdvarR5eXnBxcWlVv0SEREREREREZH5Y1KTaq1Dhw4abffu3UN+fr7efUZFRel0HiIiIiIiIiIianyY1KRa6969u0abQqHAqVOn9OovMzMT0dHRGu3dunXTqz8iIiIiIiIiImpYmNSkWgsMDNRa6/KPP/7Qq799+/ZBpVJVaBMIBOjTp49e/RERERERERERUcPCpCYZxPDhwzXaDh06VOkq5pVRqVTYsmWLRnt4eDi8vLz0jo+IiIiIiIiIiBoOJjXJIMaMGQOJRFKhTSaTYfny5TXq59dff8X9+/c12l9++eXahEdERERERERERA0Ik5pkEJ6ennj++ec12nfu3Il9+/bp1MeDBw+wcOFCjfagoCD079+/1jESEREREREREVHDwKQmGczbb78NJycnjfb33nsPe/bsqfLY6OhojBs3TuuK6R988AGEQr5UiYiIiIiIiIiojED1+IosRLXw119/4a233tK6rVevXvjPf/6D0NBQODs7o7CwEDExMdi9ezd+++03yGQyjWPGjRuHWbNm1XXYRERERERERERkRpjUJIP75ptvsHTp0lr306dPH6xcuVKjVicRERERERERETVunNNLBvfmm29i1qxZEIlEevcxfPhwrFixgglNIiIiIiIiIiLSwJGaVGeuXLmCTz75BDdu3ND5GHd3d8ycORPPPvtsHUZGRERERERERETmjElNqnOnTp3C77//jlOnTiE1NVVju4ODAzp16oRBgwZhyJAhsLCwMEKURERERERERERkLpjUpHqVl5eHtLQ0FBUVwdLSEs7OzvDw8DB2WEREREREREREZEaY1CQiIiIiIiIiIiKzwoWCiIiIiIiIiIiIyKwwqUlERERERERERERmhUlNIiIiIiIiIiIiMitMahIREREREREREZFZYVKTiIiIiIiIiIiIzIrY2AEQEREREZGmlJQUxMTEICEhAQUFBRAKhXBwcEBAQABCQkJgb29v7BCJiIhIRyUlJbh79y7i4uKQk5ODgoICiMViODg4wNHREYGBgWjevDkEAkG9xZSVlYXo6GjExcWhoKAAAGBnZ4emTZuiTZs2cHFxqbdY9MGkJpGZi4+Px/Xr13Hjxg31f7m5uRr7bdq0CV26dDFChETmITg42OB9TpkyBVOnTjV4v0RkeKbyflpYWIjt27dj+/btuH37dqX7icVidO7cGS+88AIGDBhQrx+AiKiMMa4br7zyCs6dO2eQvsqFh4dj8+bNBu2TiIDMzEycPXsWZ86cwblz5xAXFwelUlnlMY6OjujUqRNGjx6N3r17Qyg0/ARrqVSK3bt3Y+vWrbh69SpUKpXW/QQCATp06IAxY8Zg+PDhkEgkBo+ltpjUJDIjut44ERERUeVM9f30r7/+wrx585CamlrtvnK5HKdPn8bp06fRoUMHLFiwAIGBgfUQJVHjZKrXDSIyLRkZGThw4AD279+PCxcuVJvEfFxubi4OHz6Mw4cPw9fXF3PmzEHfvn0NFt/FixfxwQcf4MGDB9Xuq1KpEBUVhaioKKxfvx7z589Hx44dDRaLITCpSWRGRo4cifz8fGOHQUREZNZM8f101apVWLVqVaWjJapy5coVjB49GsuWLcNTTz1VB9ERkSleN4jI9Cxbtgzbt283SF+JiYmIiIjAc889h08++QQWFha16m/79u34+OOPIZPJanzs/fv3MXbsWHzyySd4/vnnaxWHITGpSURERERkRF9//TVWrlypdZtAIECTJk3g5eUFuVyOuLg4ZGRkaOxXWFiIKVOmYP369Sw3Q0REZMIcHR3h4uICV1dXAGV1LWNjYysd1bljxw5kZ2dj5cqVek8B37VrF+bMmVPpl6e+vr7w9fWFSqVCQkICkpOTNfaRyWT44IMPYGFhgWHDhukVh6ExqUlERFSJrVu31up4Ly8vA0VCRA3VyZMnsXz5co12oVCIl156Ca+99hp8fX0rbIuKisLKlStx8uTJCu1SqRTTp0/Hb7/9Bk9Pz7oMm4hMyIcffoiQkBC9j7ezszNgNET0OBsbGwwYMABdunRB586d4e/vr7FPQUEBjh49ig0bNiA6Olpj+5EjRzBv3jx8+umnNT7/rVu38OGHH2pNaA4bNgwREREaJWzu3LmDr7/+Gnv27KnQrlKpMGfOHAQFBdXJmgQ1xaQmkZnz8fFBSEgI2rZti5CQEDg7O5vUcHAicxYaGmrsEIionhjj/bS4uBhz587V+JBhaWmJlStXVjqVPDQ0FBs2bMDy5cuxdu3aCtsyMzMxf/58rFixos7iJqIypnIf3qJFC96zEJmgsLAwjBkzBoMGDYKNjU2V+9rZ2WHo0KEYMmQI1qxZo3UGxy+//IKRI0fWqK6lUqnEBx98gJKSkgrtQqEQ8+bNw+jRo7Ue17JlSyxZsgRdunTRSIiWlJRgzpw52LZtm9EXKmRSk8iMeHt7o2vXrggJCVHfQLm4uFTYJyEhwUjRERERmQdTeT/97rvvkJSUpNE+b948nWpjvvPOO0hNTcWOHTsqtB84cACXLl0yuWL+RObMVK4bRGT6OnbsiKlTp6J79+41PlYoFGLKlCmwsLDAkiVLKmxTqVRYtmwZNm/erHN/u3fvxrVr1zTap0yZUmlC81FjxoxBWlqaRpL16tWr2LNnj9GnoTOpSWRGdu/ebewQiIiIzJ4pvJ+WlJRo/VDy5JNPYsSIETr3M3v2bBw7dgyZmZkV2tetW4evv/66tmES0T9M4bpBRKZv2rRpBikBM3HiRBw+fBiXL1+u0H7hwgVkZmaq63FWZ/369RptQUFBmDRpks6xTJo0Cfv378edO3cqtK9bt87oSU2hUc9ORERERNQIHTx4EFlZWRrtU6dOrVE/9vb2GDdunEb7sWPHkJqaqm94REREpAdD1rSeMGGCRptSqcSJEyd0Ov7SpUu4ffu2RntERAREIpHOcYjFYkRERGi03759G1FRUTr3UxeY1CQiIiIiqmd79+7VaAsODkaHDh1q3Nfzzz+v8eFEqVTijz/+0Ds+IiIiMq7u3btrrVmprXSNNtruNZycnPD000/XOJYBAwbAyclJo/3xhYTqG5OaRERERET1SCqV4syZMxrtAwYM0Ks/V1dXdOrUSaP9+PHjevVHRERExmdrawtHR0eN9oyMDJ2O13Yf0LdvX0gkkhrHIpFI0LdvX53OUZ+Y1CQiIiIiqkdXr15FcXGxRnu3bt307lPbsRcvXoRMJtO7TyIiIjIusVhzKRyhsPpUXnJyMh4+fKjRXpt7ja5du2q0xcXFITk5We8+a4tJTSIiIiKieqRtFVKxWIy2bdvq3Wf79u012kpLS3H37l29+yQiIiLjKSoq0lp/293dvdpjtd1rANCrzE05bfcaAHDjxg29+6wtrn5ORERUjZKSEmRlZSEnJwcSiQSOjo5wcnKChYWFsUMjIjN069YtjTZ/f39YWlrq3WdwcLDW9piYGLRu3VrvfonIfMjlcmRlZSE7OxsqlQqOjo5wcHCAra2tsUMjIj2cP38eSqVSo71JkybVHqvtXsPKykqnYysTEBAAS0tLlJaWVmiPiYlB//799e63NpjUJCIiqsTHH3+Mixcv4u7du1pvKHx9fREWFoYnnngCAwcOhIuLixGiJCJzo206WNOmTWvVp7u7O2xsbFBUVFShPT4+vlb9EpHp+/HHH/HVV1/h2rVrkEqlGtudnJwQFhaGjh07ol+/fggMDDRClERUU7/++qtGm0QiQc+ePas9Vtu9hr+/v9aFh3QlEAjg7++vMQvEmPcanH5ORERUiZ9++gm3b9/WmtAEgMTEROzZswcff/wx+vTpgw8//BBxcXH1HCURmZvExESNNk9Pz1r36+HhodO5iKhh2b9/Py5evKg1oQkAOTk5OHLkCJYsWYJnnnkGEydOxNmzZ+s5SiKqiZiYGBw8eFCjvUuXLrC3t6/2+Lq619DWhzHvNZjUJCIiMoCSkhJs3boVzz77LLZu3WrscIjIhGmrj+Xq6lrrft3c3HQ6FxE1XiqVCseOHcPYsWMxb948jWmkRGR8CoUCH330kdaBFRMmTNCpj8Zyr8GkJhERkQEVFxfjww8/xHvvvQeVSmXscIjIxBQXF2sdTaXLqIvq2NnZabTl5OTUul8iapi2bNmCMWPGIDs729ihENEj1q5di6ioKI323r17o3v37jr1kZubq9HWEO81WFOTiIjoERKJBGFhYejWrRuCgoLQvHlzODs7w87ODlKpFHl5eXj48CEuXbqEP//8E9HR0Vr72bVrF5ycnDB79ux6fgZEZMoer3lZzsbGptZ9W1tba7QVFxfXul8iMj0CgQBBQUHo0aMH2rRpg5YtW8LNzQ12dnYQCoXIyclBamoqoqKicPLkSRw/flzrqK+YmBhERERg48aNsLKyMsIzIaJHnThxAqtXr9Zot7e3x0cffaRzP9ruNxrivQaTmkRERADCwsLw/PPPY8iQIZWuEiqRSGBrawtvb2906dIFEREROHv2LD7++GPcv39fY//vv/8ebdq0wYgRI+o4eiIyF3K5XGu7SCSqdd9iseatvUwmq3W/RGQ6/Pz80K1bNzz33HPw8vKqdD8PDw94eHigXbt2eOWVVxAXF4cFCxbgyJEjGvtevnwZn3zyCRYsWFCXoRNRNe7evYvp06dr/QLik08+gY+Pj859abvfaIj3Gpx+TkREBODnn3/G6NGjK01oVqZLly747bffMHDgQK3bly5dipKSEkOESEQNgEKh0NpuiA8a2vqoLIlKROZpwYIFmDx5cpUJTW2aNm2Kr7/+GjNnztS6fefOnbh586YhQiQiPaSmpmLixInIz8/X2PbKK6/gmWeeqVF/2u43GuK9BpOaREREtWRlZYXFixejS5cuGttSU1Pxww8/GCEqIjJFlX2gqCzZWRPaPlRoG1FBRI3X66+/jkmTJmm0K5VKLFu2zAgREVFWVhbGjx+vdRXxfv36YdasWTXuU9v7vyGSj9ruV4x5r8GkJhERkQFYWFjgs88+g0Qi0dj2559/GiEiIjJFFhYWWtu1LR5UU9qmf1V2PiJqvKZOnYpmzZpptJ86dQoFBQVGiIio8crNzcX48eNx9+5djW09e/bE8uXL9Rphqe0ziSGmiWu7XzHmvQaTmkRERAbSpEkTDB06VKP92rVryMrKMkJERGRqKitxUVhYWOu+tfWhbZVSImrcxGIxJk6cqNEuk8lw6tQpI0RE1DgVFBRgwoQJWks/hIeHY/Xq1XonDLXdbzTEew0mNYmIiAyod+/eGm1KpRI3btyo/2CIyORYWFhoXX1UWw2tmtLWh5OTU637JaKG56mnnoJAINBov3btmhGiIWp8CgsL8frrr2v9mwsLC8PXX38NKysrvft3dnbWaGuI9xpMahIRERlQSEiI1vbMzMx6joSITJW7u7tGW0ZGRq371daHtnMREbm6usLb21uj3RDXIiKqWlFRESZOnIjLly9rbGvfvj3Wr19f48VLH+fm5qbRlp6eXqs+AdO712BSk4iIyIBcXV21tjOpSUTl/Pz8NNqSkpJq1adCoUBaWppO5yIiAgAXFxeNNpbLIapbxcXFePPNN3HhwgWNbSEhIdiwYYNBpnNre/9PTk6udb/a7ld8fX1r3a++mNQkIiKqB4YozE1EDUPTpk012mJjY2vVZ2JiotbrjLZzERFVhvcrRHWnpKQEEREROHfunMa24OBgfPvtt3BwcDDIubS9/yclJdVqYUKpVKo1MRoQEKB3n7XFpCYREZEBVTYik4t1EFG5Nm3aaLSlpKQgJydH7z6jo6O1trdu3VrvPomoYdM2KpP3K0R1o7S0FJMnT8bp06c1tgUFBWHjxo0GrU2p7V5DoVDgzp07evd569YtKBQKjXZj3mswqUlERGRAlS0IpK1uFRE1Tu3bt9farq22lq6ioqI02pydneHv7693n0TUcGVlZWkdccX7FSLDk0qlmDJlCv7++2+NbYGBgdi4caPWchC10bZtWwiFmik/Q99riESiStcUqA9MahIRERnQkSNHtLZr+7aUiBqnoKAgrQX8T548qXef2o7t1q2b1tWNiYiOHDkClUql0c7R3USGJZVKMW3aNBw/flxjW7NmzfD9999XWpO/NhwcHNC2bVuNdkPfa7Rt29ZgU+b1waQmERGRgTx8+BB79+7VaA8ICODIByJSEwgE6N27t0b7gQMHtE7rqs7t27e1Tifr27evPuERUQMnl8uxbt06jXaBQICuXbsaISKihkkul2P69OlaBz0EBARg06ZNdbpyeJ8+fTTaTp48idzc3Br3lZOTo3WkqbHvNZjUJCIiMgCpVIo5c+ZoLbA/bNgwI0RERKZs+PDhGm3p6enYv39/jfv64YcfNNpsbGzQr18/vWIjooZt5cqVWhcnCw8Ph5eXV/0HRNQAKRQKzJgxA3/99ZfGtqZNm2LTpk3w8PCo0xiGDRumMWNDJpNh69atNe5r27ZtGp9zBAIBhg4dWqsYa4tJTSIiatSOHTuG7OzsWvVRUlKCyMhInD17VmObra0tXnrppVr1T0QNT3h4OIKCgjTaV6xYUaOVSe/fv48dO3ZotD///POwsbGpVYxEZDquXr2K+/fv17qfDRs24Ouvv9a6beLEibXun4gApVKJ9957DwcOHNDY5u/vj02bNsHT07PO4/D398dTTz2l0b5hw4Yaff7JysrC+vXrNdp79+4NPz+/WsVYW0xqEhFRo7Z161b06dMH8+bNQ1RUlNb6UlU5d+4cnnvuOa03LQAwY8YMODs7GyJUImpABAIBIiIiNNpjY2OxcOFCnfooLi5GZGSkxsgJS0tLjB8/3iBxEpFpuHTpEoYMGYLJkyfjyJEjKC0trdHxDx8+xKRJk7Bo0SKt2wcOHIiePXsaIlSiRk2lUuGDDz7Anj17NLb5+flh06ZN9ToiWtu9Rk5ODmbNmgWlUlnt8QqFArNnz9aYsl7ZfUx9Exs7ACIiImMrLi7Gli1bsGXLFnh4eKBnz55o3bo1goOD4ePjAzs7O9jZ2UEulyMvLw9xcXG4dOkSDhw4gOjo6Er7HTx4MF5++eV6fCZEZE6GDBmCn376CefOnavQvmXLFlhYWCAyMhJisfbb9aysLLz99tu4ceOGxrY33ngDPj4+dRIzERmPSqXCoUOHcOjQIdjY2KBHjx5o27YtgoODERAQAAcHB9jZ2UEgECAvLw+pqamIiorC8ePHcfz48UoTGAEBAfjss8/q+dkQNUyffvqp1hkU1tbWePfdd5GWloa0tLRancPCwkLnRUhDQ0MxYsQI7Ny5s0L7kSNHEBkZifnz58Pa2lrrsUVFRZg9e7bWmqAjRoxAhw4dahy7oQlUNR2SQkRGk5CQUKf1sQ4dOmT04eNE9W3y5Mk4dOiQwfsdPHgwvvzyS0gkEoP3TUS1Y0rvpwkJCRg5ciTy8vI0trVo0QLjxo1D165d4eXlBblcjri4OPz111/YvHkzcnJyNI7p0KEDtmzZwmsPkYEZ+7qxceNGLFiwwODnbdmyJTZs2FAvU2GJGoO+ffsiMTGxTs/h6+uLw4cP67x/Xl4eRowYoTUuHx8fvPrqq+jVq5f6GhQfH48TJ07gu+++Q0pKisYxfn5++O2334y66nk5jtQkIiIyIDs7O8yaNQujRo0ydihEZAb8/PywYsUKvPnmmxrTSe/evYs5c+bo3Je/vz9WrlzJhCYRVUsoFGLs2LGYMWMGLC0tjR0OEdUhBwcHrF27FmPHjtX4QjQpKQkLFizQ+UsTJycnrF271iQSmgBrahIRUSMXEhJikJqXTk5OGDduHPbs2cOEJhHVSLdu3fC///2vVteikJAQbN68maOtiBqopk2bwt/fv9b9SCQSDBkyBFu3bsWsWbOY0CRqJIKDg7Fp06Zazcz09/fH5s2btS50aCwcqUlERI3aW2+9hcmTJ+PWrVuIiopCdHQ0bt26hfj4eGRlZVW6cJCFhQVatWqF9u3bo1OnTujXrx8/GBCR3rp06YJdu3ZhwYIF2L9/v86LlpUvChQREcFrEFED1qdPH/Tp0wfJycm4cOECoqOjcfPmTcTGxiI9PR1yuVzrcQKBAM2bN0f79u3RoUMHDBgwAK6urvUcPRGZguDgYOzYsQNLly7FL7/8AoVCodNxIpEIY8aMwYwZM0xmhGY51tQkMiNSqbTKRUlqq02bNrCwsKiz/onMjVQqRUZGBoqKilBSUgKRSAR7e3v1f0IhJzwQmSNTfz+9d+8etm/fjhMnTuDevXsai3tYWFigXbt26Nu3L5577jm4uLjUNmQiqoYpXzeUSiUyMjKQn5+P0tJSKJVK9b2Kg4NDpQuOEVHjlZSUhO3bt+Po0aO4deuWxhcjYrEYwcHB6N27N0aNGmWyCxAyqUlEREREZKJKS0uRlJSEwsJC9Rcr3t7eEIlExg6NiIiIGgCZTIbk5GTk5+cDgPpewxxqdDOpSURERERERERERGaF8+aIiIiIiIiIiIjIrDCpSURERERERERERGaFSU0iIiIiIiIiIiIyK0xqEhERERERERERkVlhUpOIiIiIiIiIiIjMCpOaREREREREREREZFaY1CQiIiIiIiIiIiKzwqQmERERERERERERmRUmNYmIiIiIiIiIiMisMKlJREREREREREREZoVJTSIiIiIiIiIiIjIrTGoSERERERERERGRWWFSk4iIiIiIiIiIiMwKk5pERERERERERERkVpjUJCIiIiIiIiIiIrMiNnYARERExnL27FmMHTu2Qlt4eDg2b95spIjI3KlUKpw8eRLHjx/H1atXkZycjPz8fBQVFVXYz97eHhcuXDBSlNTQJCQkoF+/fhXafH19cfjwYSNFRI9buXIlVq1aVaFtypQpmDp1qpEiIiIiMn9MahIREREZwIULFzBnzhw8ePDA2KEQERERETV4TGoSUaOkbcREOQsLC+zfvx++vr61Ooe2kTMAcOjQIfj5+dWqbyIyLbt378b7778PuVxu7FAQHBxco/1FIhFsbW1hb28PBwcHtGjRAm3atEFoaCg6duxYR1ESUX3bsWMHZs2apfP+YrEYFhYWsLCwgJOTE1xcXODh4YGAgAA0b94c7dq1Q/PmzeswYiIioqoxqUlE9BipVIrly5fjyy+/NHYoRGQG7t27hzlz5phEQlMfCoUCeXl5yMvLQ2JiIm7evIndu3cDAJo2bYpRo0Zh7NixsLKyMnKk+ispKcG5c+cqtFlZWSE8PNxIERGZPrlcDrlcjqKiIuTk5CA2NlZjHxcXF/To0QODBg1Cr169YGFhUf+BEpFB5OTk4OrVqxXanJyc0L59eyNFRFQ9JjWJiLTYs2cPJkyYgFatWhk7FCIycWvXrkVJSUmFNqFQqP6Q7+XlBWtr6wrbRSJRfYaot7i4OCxZsgTbt2/H/Pnz0blzZ2OHpJeMjAy88cYbFdpYc5Ko9rKysrB7927s3r0bbm5uePHFF/Hqq6/Czs7O2KERUQ3dunVL472StebJ1DGpSUSkhVKpxOLFi7F+/Xpjh0JEJiw/Px/79+/XaF+6dCkGDx5shIjqRlxcHF577TWsWbMGvXr1MnY4RGSCMjIysGLFCvz444+YOXMmRowYYeyQiIiogWNSk4ioEidOnMDZs2fRpUsXY4dCRCbqypUrkMlkFdrCwsJMLqE5atQojB49Wus2hUKBgoICpKam4tq1a/jrr7+QlZWlsZ9MJsO0adPw888/cxS7ifHz88OtW7eMHQaZqVWrVsHd3V3rNqlUCqlUiuzsbKSnp+P+/fu4efMmbt68CYVCofWYjIwM/Pe//8WpU6cwb948sy5dQUREpo1JTSKiKixevBi//PKLscMgIhMVHR2t0WaKX4R4eXkhNDS02v3GjBmDuXPn4ocffsCyZcsglUorbC8uLsYXX3yB7777ro4iJaL61rp16xovYFhQUIBDhw7h119/xdmzZ7Xus2vXLqSlpeHrr79mYpOIiOqE0NgBEBGZCm31n65evYp9+/YZIRoiMgfZ2dkabZ6enkaIxHAsLCwwfvx4fP311xCLNb//PnXqFC5cuGCEyIjIVNjZ2eHZZ5/Fpk2b8NNPPyE4OFjrfqdPn0ZkZGQ9R0dERI0Fk5pERP8ICgrCk08+qdG+fPlys13VmIjqVkFBgUZbQxmR1KNHD4wdO1brNi6wQ0TlOnbsiF9//RVjxozRuv3gwYPYuHFj/QZFRESNApOaRESPiIyMhFBY8dIYGxuLbdu2GSkiIjJlj9fTbGhee+01re2nTp2q50iIyJRJJBJ8+umnePHFF7Vu/+qrr5CWllbPURERUUPHmppERI9o1aoVhg4dit9//71C+5o1azBixAjY2NgYKTLzcufOHdy6dQvp6ekoLi6GnZ0dfH19ERoaCldX1xr1VVJSgujoaNy7dw85OTkAADc3NzRp0gShoaEQiUR18Aw0qVQq3Lp1C7dv30ZmZiaKi4thY2MDX19ftGvXDl5eXnUeg1QqRUxMDOLi4pCRkYGSkhLY2NjAzc0NHh4eaN++PSwtLes8jkdlZWXh5s2biI+PR15eHuRyOWxtbREUFIRu3brVayzlCgsLcePGDTx8+BA5OTmQSqWwtLSEq6srmjZtijZt2tT778lceXh4oGXLlrhz506F9tjYWIOdIz8/H9HR0YiPj0dubi6kUikcHR3h6uoKX19ftGnTRuPLJlOnUqmQnJyM+/fvIzk5GYWFhSguLoatrS0cHBzg4uKCtm3bwsXFxdih1lhBQQGuXbuGBw8eID8/HxKJBC4uLvD29kZYWBgsLCzqPIb4+HjcuXNH/bsFAFdXV7i5uSE4OLjOr8f5+fmIiopCXFwc8vPzIRaL4eTkhObNm6Ndu3b18jswVXPmzMHNmzdx+fLlCu1FRUVYs2YNPv7441qfQ6lU4s6dO7h37x7S0tJQVFQEsVisvtcICQmBm5tbrc+jC5lMhtu3byMuLg5paWkoLi6GUCiEnZ0dnJ2d0bx5czRr1qzRvOcUFxerrw+5ublQqVRwcnJCUFAQQkJCavy3kZaWhujoaCQkJKCgoEB9z9OuXTv4+/vX0bP4V2pqKmJiYpCYmIiCggKoVCq4uLjA1dUVgYGBaNq0aZ3H8CilUomYmBj1vahcLoeTkxNcXV0RGhpab697Q0lOTkZMTAzS09NRUFCA4uJiWFpawtraGk5OTvD19YW/v3+NPztQ48KkJhHRY95++23s27evwgis9PR0fPfdd3jrrbfqLY73338fv/32W4W2BQsW4LnnntOrv7Nnz2pMJQ0PD8fmzZsNcmxOTg42bdqE7du3IzU1VWs/IpEIPXv2xLRp09C2bdsqz3nnzh2sW7cOf/31F4qKirTu4+TkhBEjRmDKlCmwt7ev9nnoIyMjA9999x127dqF9PT0SvcLCQnB2LFjMXz4cIMmYBQKBQ4cOIBdu3bh9OnTKC0trXRfKysrdO3aFSNGjKjV6tvaaqM9urKyTCbDzp078csvv+DatWtQKpUa+4eHh9drUlMqleL333/Hzp07cenSpUpX5QXKRhR1794do0aNwtNPPw2BQKDTOXbs2IFZs2ZVu9+sWbOq3G/kyJFYuHChTuc0BX5+fhpJzeLiYhQXF8Pa2lqvPvPz8/Hrr79i7969uH79utbXUDkXFxf06tULL730Etq3b6/zOV555RWcO3eu0u2JiYmV1gF83KZNm6pdAOrOnTs4duwYzp07h4sXL2otTfAogUCAwMBA9O7dG6+++io8PDx0ikWbhIQE9OvXr0Kbr6+vzmUC+vbti8TExApthw4dqrB4zPnz57FhwwacPHmy0hHKNjY2ePLJJzFlyhQEBQXV8FlULSYmBtu2bcPBgwerHfHXqlUr9O/fH2PHjoWjo6PBYjh37pz6d1BZWRobGxv0798fr7/+us6vr4ZEJBLh008/xfDhwzX+rnft2oV3331X7/frK1eu4KeffsKhQ4eQl5dX5b4tW7bEM888gxdeeAFOTk56na8yUqkU+/btw969e3HmzJkq35eBsvecsLAw9OzZE8OHD4e3t3e156jufbimanNPqcuxV69exfr163H06NFKfx9OTk4YNWoUJk2aVOVrQKlUYu/evdiyZQuioqKgUqm07hccHIxJkyZhyJAh1T6HmoiPj8fPP/+MAwcOID4+vsp9AwIC0LdvX4wbN07vetorV67EqlWrKrRNmTIFU6dOVT9OT0/Hxo0bsXPnTmRkZGjtRyAQoFWrVhg3bhyeffZZne9ttF3/H3Xu3Dmdr2WPv29oEx0djR07dmDfvn2VPpfHeXl5oUOHDnjyySfRr18/s/xCkOqOeX3tTURUD/z8/LROn/r222+RlZVlhIhM36FDhzB48GCsXr260oQmUJagO3bsGEaPHo01a9Zo3Ucmk+GLL77A8OHD8fvvv1ea0ATKEqkbN27E4MGDERUVVdunoWH37t0YPHgw1q9fX2VCEwBu3LiB//73vxg9ejQePHhgkPMfPnwYgwYNwvTp06v8oFCupKQER48exTvvvIP//Oc/uHr1qkHieNT169fx7LPPYs6cObhy5UqVyaj6cuTIEQwcOBAffPABzp8/X2VCEyh7jR07dgxTp07Fs88+iytXrtRTpObJ1tZWa3t1SQVt5HI5NmzYgN69e2PBggW4evVqta+hrKws7Ny5E2PGjMG7775b5TXGGLZu3Yphw4Zh6NCh+PLLL3Hs2LFqE5pA2WjOu3fvYv369ejXrx/mz5+vsdq8KSgoKMDMmTPx8ssv48iRI1WWXCgqKsKBAwcwYsQILF261CDnT0pKUv+tbtmyRacpzDExMVi1ahUGDBiA77//vtKkiK4KCgoQGRmJV155BUePHq2yznZRURF+//13jBw5EkuWLDGJa2R9a9mypdYv1oqKirB///4a95eSkoKIiAiMGTMGv/32m07Xnjt37mD58uXo06cPvvvuO4P8O6hUKvz222/o168f3nvvPRw7dqza92Wg7D3n3LlzWLp0Kfr27YvPPvus1rGYCplMhnnz5mHMmDE4cOBAlb+PnJwcrF+/HkOGDMG1a9e07hMXF4cxY8YgMjISly9frvJv99atW5g+fTomTpyI4uLiWj+X7OxszJ07FwMHDsT69eurTWgCZbMWvv32WwwcOBArVqyok2v4b7/9pr4XrSoJqFKpcPPmTfW9qKmVe8jJycGsWbPw3HPPYfPmzTonNIGya8CBAwcwZ84c9OzZEykpKXUYKZkbJjWJiLSIiIjQWA29oKCg0kRcY/bTTz9hypQpNUr4KpVKfPXVV1i+fHmF9pKSErz55pv49ttva/QBJD09HRMmTKj0Jlkf69evR2RkZI0TN9evX8eYMWNw6dIlvc8tlUrx4YcfIiIiAg8fPtSrj6ioKLz00ks4cOCA3nE87tixY3jppZdw7949g/VZGyqVCosWLcKkSZOQlJSkVx+3bt3Ciy++iC1bthg4uoajsgRdTRdESktLw8svv4xFixbplPR7nEqlwp49e/Cf//zHZF6DALBz507cvn27Vn1IpVJs2rQJY8eOrfYLlPqUkZGBF154QaMkS3UUCgW++eYbzJ07t1bnP3z4MIYPH44///xTr+NzcnLw+eefIzIyUu/6t2lpaXjhhRewe/fuGh2nUCiwbt06TJs2rdovWhqiyhYNqukiY+fOncOzzz6r9+JkRUVFWLhwISZOnKjXdadcbm4uIiIi8P7779cqWaRUKms14tKUlJaW4vXXX8eWLVtq9MVBWloaxo4di5iYmArtV69exejRo2t8L3fs2DG8+eabtUooXr58GcOHD8e2bdv0+nstLi7G6tWr8frrr9fqdfa4L7/8Eu+//z7y8/NrdNy1a9fw4osvmkzyLy0tDS+99BJ27NhR6y+ZFAoFF3ClCpjUJCLSwtnZGa+//rpG+88//6zTN7eNxV9//YV58+ZpJCD9/f0RFhaGzp07o0mTJpUev3btWpw4cQJA2Y3+22+/jb///rvCPlZWVmjZsiXCw8PRvn37SqeRlY+kMcS35Pv378fixYs12l1cXBASEoLw8HAEBARAIpFoPT4vLw8TJ07UK9EhlUoxZcoUbN26tdJ97OzsEBQUhC5duiA0NLTSqWxSqRTvvPMOdu7cWeM4Hnfz5k28/fbbKCkpqdBuY2Oj/vepzzpmADBv3jxs2LCh0u329vYIDg5Gly5d0LJly0pr4srlcsybN4+r81ZCW2LdwsKiRlNIk5KS8OKLL2rU2XuUu7s7QkJC0LVrV4SEhFT6t56cnIwXX3xR4wOxqREIBPD19UXr1q0RHh6O8PBwtGnTBg4ODpUec/nyZURERJjEAlRFRUWYMGGCxnXM2tpa/TcfGhoKd3f3SvvYtm1bjROi5X777Te89dZblX6YF4lECAgIQFhYGMLDwxEYGFjpNXnPnj2YNGlSjZMVBQUFeOONN6q8lvv6+iIsLAxhYWHw8fHR2H7w4EEsWLCgRudtCMLDw7X+DZ87d07npMa5c+fwxhtvqOtpP04sFqNp06bo3Lkz2rVrV+Vr8cSJE3j99df1GtGXmZmpHqlcGYlEAn9/f3To0AFdunRBmzZtqoynIZg5cybOnDlToc3a2lp9f9KuXbtKyz8UFRXhrbfeUo/sfPDgAcaPH4/c3NwK+7m5uSEkJARdunRBUFAQxGLt1fPOnj2Lr7/+Wq/n8ffff2PcuHGVJqsFAkGFf9ugoKBKv9Q7e/YsXnnlFYMkNlevXo3169drjSU0NFR93aus5FF8fDxmz55d6zhqS6lUYvLkybh7926l+7i7u6N9+/bo0qULunTpgpCQEPj6+uo8hZ4aN9bUJCKqxLhx47Bly5YKo2ZkMhmWL1+OJUuWGDEy05CRkYEPPvhAndB0cnLCm2++iWeeeUajrlB8fDzWrl2LX3/9VaOf+fPn448//sDatWtx9OhRdXtoaCgmTZqEbt26Vbh5VCgUOH36NBYuXKh18ZINGzYgIiJC7+eVlZWFjz76qMKHruHDh+Pll19Ghw4dKuybm5uLAwcOYOXKlRo3w/n5+Xj33XexY8eOSj9oa/P555/j2LFjGu2WlpZ4/vnn8dxzz6FNmzYaCyTFxsZi+/bt2LRpU4XpX0qlEh999BHatWuHwMBAneN43MyZMyt8GOzXrx/Gjh2LTp06aTy/W7duGXTUrDa7du3Cjz/+qHVbjx498Nprr6Fbt24VPgCVlpbi2LFj+Prrr3Hjxg2N4xYtWoT27dujY8eOWvvt3bu3RrJ5zZo1Gv9eERER6N27d6Wxm1MtqJSUFNy/f1+jPTg4WOfasVKpFG+99ZbWL4Tc3d0xduxYDBgwAAEBARW2KZVKXL16Fd9++63GiOOcnBzMmDEDO3bsqPTD5UcffaT+YJmeno4pU6ZonPvxOmaVadGiRbX7iEQidOzYEX379kWnTp2qTKTHxsZi7969+OmnnzRGZl67dg1Lly7Ff//7X51iqyvz5s2rkDju2bMnxo8fj86dO2ss9nHz5k2sWrUKf/31l0Y/8+fPR9++fTVmP1Tl0qVLmDNnjtYR+0888QReffVVdOvWTSOxXlBQgMOHD2PVqlWIi4ursO3kyZNYu3atxuugKosWLdKaPLe0tMTrr7+OkSNHaixW8vDhQ/z666/49ttv1V+ybd68GU888YTO520IhEIhwsPDNUbZFhQUIC4uTuPv/XFZWVmYMWOGxhdpQNnf7uTJkzFo0CCN62l0dDR+/vlnbNu2TSN5evnyZSxcuBCffPKJzs+jfAZJZYntXr16YcyYMejWrZvW13hGRgaioqLw559/4tChQwYdxWdM27Ztq/AlVYcOHTB58mR069atwqJI5fdsX3zxhcbvMCEhAd9++y0mTJiAKVOmqL/AEIvF+M9//oMxY8agVatWFY7Jzc3F1q1bsWbNGo0E9bp167T+TVbl4cOHmDZtmtbXWatWrfDaa6+hV69eGq+zkpISnDx5EmvWrNG4n4iOjsb8+fNr9WXGmTNncPHiRfVjLy8vvPnmm3j66ac1kuVZWVnYvn071q5dq1Gy6e+//8bu3bsxbNiwSs+1atUq9bXqxo0bmDdvXoXtbdq0wUcffaRT3NpqQ5fXX39cixYtMH78ePTu3bvShYCKiopw584dnDp1CkePHsWVK1dqPdKTGh4mNYmIKmFtbY0pU6ZovJHv3bsXr7/+Olq3bm2kyEzDo4mOsLAwrF27Fs7Ozlr39ff3x+eff47AwEAsWrSowrYHDx5g/fr1WLt2LYCyb6FnzJiBiRMnau2rfLGhn3/+GePGjdO4Udq6dSvefPNNvRfrefSbZEtLSyxfvhx9+/bVuq+joyPGjBmDQYMGITIyUiO5dfv2baxbt07nBab279+Pn376SaO9Xbt2WL58eZXF1wMCAhAZGYmRI0fijTfeqFD0vaSkBJGRkdi+fbveq8WXJ5CtrKywbNmySn8nQFnCqy4XyEhMTMSnn36q0S4UCvHhhx/ihRde0HqcpaUlBgwYgL59+2LZsmUaIyAUCgVmzpyJXbt2af1w6uLiovHBRluCskmTJggNDa3BMzJdlY2E7dmzp859LFy4ENHR0RrtI0eOxEcffVTpYkNCoRChoaFYsWIF/vrrL7z77rsVPnjeu3cPixcvxpw5c7Qe/2giMiEhQWO7hYWFQf6dnJ2dERERgZdeeknnkVkBAQF46623MHbsWHz00UfYu3dvhe2bNm2q1cIThnD+/HkAZX83CxcurHIxjtatW2P16tVYvny5+lpeLicnB3v37sV//vMfnc6bm5uLd999V2N6oY2NDT777DM888wzlR5rZ2eH4cOHY9CgQfjwww81FjdZu3YtevXqpdOCU2fPnsW2bds02v39/bFu3To0b95c63FNmjTB9OnTMWzYMEycOFF9Lb5w4UK152xogoODtZYOuHv3brVJzblz52otxfDUU0/hyy+/rHQEYJs2bTBv3jwMHToUU6ZM0Rj59/PPP6N3797o06ePTs/hiy++0JqQcXNzw+LFi6tdEM/NzQ39+/dH//79UVxcjG3btuH69es6nduUPZrQnDFjBt58802t+5Xfs4WFheG1117TqGG9ZcsWFBYWqu+93N3d8b///a/Se2xHR0dMnDgRoaGhmDBhQoXZOTKZDNu3b8f06dN1eg7ls1keTzRLJBJERkZi3LhxlR5rZWWF/v37o1+/fli+fLnGKNEdO3agT58+GDBggE6xPO7R68XQoUPx+eefV0gWP8rFxQUTJ05Et27dMH78eI2ySVu2bKkyqdmmTRv1z9pqotrZ2dXqvVLbgIYBAwZgyZIlGl+QPc7GxgYdOnRAhw4dEBERgfv37+P777+v0WABavg4/ZyIqAqjRo3SuPFWqVRapyY3Vm3atMHGjRsrTWg+asKECejcubNG+5IlS9TTLSMjIytNaD7Kzs4OX3zxhcZUpOTkZI3pUPoQCoVVJjQf5eDggBUrVqBTp04a277++mud6o0WFBTgww8/1Gjv1KkTfvzxx2pXkywXGBiIH3/8UePfIzo6GgcPHtSpj8oIhUJ8/fXXOv1O6tKKFSu0Tkn96KOPKk1oPkosFmPmzJlaP7AkJCRwGvo/jh8/rrXWqFgs1mnFXKDsg5m2PiZMmICFCxfqvHp6//79sXLlSo2paD///LPRF0NYvXo13nnnHb2mmtrb22Px4sV4+umnK7TL5fJKRyLXJ6FQiDVr1ui8uvA777yj9Rr/eHKxKl9++aVGjVxra2t8//33VSY0H2VhYYGFCxdi6NChFdrlcjlWr16tUx8LFizQGBHk6uqK7777rtKE5qNatGiBb7/9Vqf3xoaqst9TcnJylcedOXNG66jf8PBwrFy5UqcV7cPDw/HNN99ovcZo+7fV5tq1a1q/aPTz88NPP/1UbULzcdbW1nj11Vfx5Zdf1ug4U/buu+9WmtB8lK2tLRYuXKiRjEpPT8f//vc/AGX3dVu2bNFp0EB4eDjGjx+v0V6TcjsbNmzQGGUpFArx1VdfVZnQfJRAIMD06dO1/g5WrlypcyyVefbZZ7F48eJKE5qPateundYR/pcvXzbYApY1lZeXp7FopY2NDRYsWFBtQlOb5s2b45NPPjHqF35kepjUJCKqglgs1vqN78mTJ3H69GkjRGRaJBIJFi9eXKMFQ6q6UezSpQsmTJigc1+BgYF48sknNdoNMSJm9OjRNUreWVlZ4YsvvtC4SZNKpVq/pX7cL7/8ojGixNXVFatXr67xjZ+Xl5fW1VU3bdpUo34eN3bs2Bp/iDO0rKws/PHHHxrt/fr1w//93//VqK+ZM2ciKChIo/3nn382iZqGxiKVSrFhwwZMnjxZaw3CF154ocpauY96fDQsUFYeYObMmTWOq1evXnjllVcqtMlkMqMn/2pb80soFGodsVrThWnqwvjx42s0KhcAJk+erNF2/fr1/2/v3uNqyvf/gb/auuh2umnQxSUd5VLklpjc4pS7wTCGTqYjMq5fl5kYM2NcmoNchxhMDGbOILdQIxrVg4zQ5JKUw0gTlXQVKdXvD78ctT5rt/ZaO+3L+/l4+OdT67M/dmt/9lrv9fm834LyHefm5jKDEt98842g1ZWs41q0aFGrLS4uDg8ePJB73PXr15GamsppX7p0qUJbW9u0aYOgoCDBv69pWFtRAdT7IOLAgQOcNiMjI6xbt05QcKeGm5sbc6dERkYGM81LXVu2bOEEP3V1dbFp0ybBc6Am69mzJwICAgT/voODA/r168f782XLlqF169aC+/Pz8+PsPsnOzhaU+/7ly5fYv38/p33OnDnw8vISPIYac+fORadOnWq1paenS7pXsLe3x/LlyxX6jhk3bhwzz7qU4pVSZGdncz5DPXv2VCgdCSH1oaAmIYTUw8fHh3kzFRISovV5XXx8fBTO0+jp6cm7beTTTz9VOEDAuvhkbXVVRNOmTTF//nyFj7O3t8eUKVM47awtjG979eoVfvzxR077nDlzRK/yGTx4MGcL+LVr1+q9meejr6+PwMBAUccq0+HDhznBkSZNmmDJkiUK96Wrq8tMov/kyRPJq1pVTXZ2NpKTk5n/kpKSEBcXh8OHD+PLL79Ev379sHbtWmZg19XVFYsWLRL0mvfu3auVJxd4/bcKCgoSHQicPn06Z/4Q8tBA1VlbW3OCh1lZWY26CtXQ0FChgEWN3r17c+atiooKQRWf9+/fzznvunTpgtGjRys8DuD1yq+6D9Kqq6vrXTnKKtTm6urKWfkpxOjRoznBDm3BVxRLXrGe7OxsZqXzadOmcQLUQkydOpUZgGQFTt+WmZn5ppDh2/z9/eHi4qLwODSRmGs2vofFdnZ2Cn/OLS0tmduihVwDHjt2DE+fPq3VZmtryywSKoSuri7zGik8PFxUf8Drc54vLzMfHR0deHt7c9pZecTfBVYOWQpoEmWjoCYhhAjAuom/desWoqKiGmE0qmPcuHEKH2NgYMDMpWVra4vevXsr3B8rd6PUbTZeXl6ii7mMHz+e0/bw4UO5wcSkpCTOdjxjY2PBW3z5jBo1itMmdhWrl5eXSmyjvHDhAqetT58+Cq2eepuHhwfzfGTdzKqz8PBwTJw4kflv0qRJmD59OpYtW4ZDhw6hoKCA2Uffvn2xa9cuwSuzo6KiOA9+evfuzVwdK5S1tTX69OlTqy03N1fQyhxVxwqU1M0/9y4NHjyYtwK9PDKZjLl9tG7hHpa6uUUBcFbnKkrMPBgfH89pE/N9B7wOMog9Vt3xzRWsoiw1EhISOCvEZTIZ87tVCD09Peb7f/nyZbmrh6Ojoznzl56enuTzUVO0bNmSMxcLwZdve/To0aJyobP6E/LwljXXTJgwQdSW6BpeXl4wNjau1fZ2sR9F6OnpiX6Yw3qIImT+bQisBxu3bt3S+kUhRLkoqEkIIQK4u7szt8xs2rRJa7ep6urqik4cbmNjw2lzc3MT1Rcr16TU6qI+Pj6ij23Xrh0zaCMvOFFTkONtAwYMUGibHQur2u7byf0V4e7uLmksyvDq1StmwQahefb4sBLoJycnS+pTk9ja2mL16tXYvXu3QkEu1nkttmjC21jndWNtrVMm1oOUhw8fNsJIXpNSrZu1Mo6VB/dt2dnZtQqcAa9v7IUWdOFjZWWFtm3b1mq7desW73f348ePOQVq+FY/CTV06FDRx6ozVvV6QH7KBtbc26NHD0k59FhzfHl5OTPFQI2EhAROm6enJ++Wem3DyiEuhK2tbYP3V99cU15ezsnzCEj/fmrSpAnnWvbx48fIzs5WuK9OnToJzjldF2sLf33vSUOxt7fnXMtmZGQIzm1MiBBU/ZwQQgRauHAhLly4UOsiPSMjA4cOHcLkyZMbcWSNw8bGRvQFV90n2QAU3sYury+pF29St5Z17twZ6enptdpu3rzJ+9SdtWqoc+fOksYAsC/2hWwBZVGF7ZPp6enMbYticu29rUuXLpy2P//8E0VFRYIKUmgyDw8PbNy4UeFVuhUVFcxAvqqd1w2hsrISiYmJSE5ORlpaGu7du4eSkhI8e/YMpaWlvIEelrpVbN+lt6vHK4q1vbC+eTkxMZHT1rZtW6VsVbS1ta21gr+srAwZGRnM/yMr2GFnZydppbqlpSVsbW05QVtNx7cSUt4DO1ZQkzVHK8LW1hbW1tacYPUff/zB2zerQrmUQL+mUeY1m7L7q2+uuXnzJme1sLGxsaACYPXh+35SNHWC2PcDEDf/NhQDAwN4eHhwUtF89913SEpKwrRp09C7d29Rq3QJqUFBTUIIEcjZ2RkjR47EiRMnarWHhoZizJgxvBdqmkpKsId1QyO2P1ZfL1++FNVXzThYSdYVwdoOJe9m9u7du5y2yspKyasFX716xWmrW4xIKDG5zJStbkVk4HXev7qrsBTVsWNHTlt1dTUeP36s9UHNS5cuYcSIEdi0aROzqjWfzMxMZgC6uLhY8nmdl5fHaRN7XitTQUEBvv/+e5w8eZI5RjEa60YUkDbHs7Yd11coiDUPmpmZKWXVNGurY2FhIfN3WXO1s7Oz5DE4OztrXVCT7z2Wd73EmudZc7SiOnTowAlq8lVhLyoqYo5danBVkyjzmk3Z/YmZa6ytrZUy17CuP/k+B/Io+xpbynWxVDNmzEBcXBxnHr548SIuXrwIKysr9O/fH7169UL37t2pCBdRGAU1CSFEAfPmzUNUVFStC6a8vDzs2bMHs2fPbsSRvXtiV2m+q/7EEptL821WVlacNnkrrlgXvCEhIZLHwSI2+GNqaqrkkSiONXYrKyvJT/itrKygq6vLCQI35io5ZZs9ezbmzJnDaa+qqkJpaSmysrJw48YNnDhxgrNyOC8vD/7+/vj+++8F51Dju4n75JNPFB67EI0d1Dx27Bj+/e9/i7p5lUdeQZWGpuw5ub4caqz37sqVK5g4caJSx1GD75xhtTfU94KmqxtErMG3hbuqqoqZPsba2lryWFivyTfH5+TkMNulbIHXNKp8DShmrnnw4ME7n2vkUbRAkCrr1q0bZs+eje+++47586dPn+Lo0aM4evQogNfzbY8ePeDu7o6+fftKfnBNNB+t8yWEEAXY2tri448/5rSHhYUhPz+/EUZElE0ZWx1ZAUC+m6fS0tJ3mpdV7MovVQg6s95DZVXRZPWjSUFNPjKZDKampnB2dsaECRPw008/YcuWLZwbqvLycsydO1dQAQbg3QcZG3NF4w8//ICgoCClBzSB+m/ONYmqnDOsdmXMM9pY8ff+/fvMdr6V/8XFxcxzvqG+l/nOuefPnzPb+aq5E/WiKnONNpk9eza++uorQbni8/PzER0djZUrV8LHxwdjx47F/v375RYYI9qNVmoSQoiCAgMDceTIkVoXKaWlpdi2bRu+/PLLRhwZUQY9PT3JfbCqZ/Jth3rXF7uK5PNTNawLWqGVuOvDutDmu7HVdN7e3rC0tMQnn3xSK+BeUlKChQsX4uDBg9DVlX8J+a4Dwo11XsfExGDt2rXMn8lkMrRv3x5du3aFnZ0dWrZsCVNTU+jr68PAwICzwjg2Nhbbt29/F8NWSapyzrDm6ob6XtB0fIV4WMX0AP4tslKL5vH1wbcSum719RrK+r4hjUtV5hptM3nyZHh5eWH79u04efIkSktLBR2XkpKClJQUfP/99/jss88watSoBh4pUTcU1CSEEAVZWFhg2rRp2LhxY632gwcPws/Pj3LBqDmhF1nysLbP8W3fbtKkieTX0xas1TrK+Hvx9aMKW+4bS8+ePbF48WIEBwfXar916xb27NmDgIAAucfXF/TUBC9fvuS8P8Drz/TUqVPh5+en0HZVVp43baIqcyHrc6+MeUZZc5W6qKysxJUrVzjtZmZmsLe3Zx7Dl2uzod5/vjmeb0Xms2fPlBJgJY1LVeYabdSiRQt88803CAoKQmxsLBISEpCYmChoF8iTJ0+wePFi3LhxA8uWLWv4wRK1oflXnIQQ0gD8/Pxw4MCBWvmiKioqsHHjRk6wU1WwisYQLlZAUlGs1Zd8N0l82+p27tyJ/v37Sx6LJmG9h8r4e1VXVzNveLW9SJCvry+ioqLwxx9/1GoPDQ3F6NGjefPiAfzn9fXr1zVmtVNsbCz++uuvWm0ymQzbt28X9dlt7LygjY11zgwdOhSbNm16p+NgBboa6ntBk12+fJm5Is7d3Z33GBMTE2Z+Y2W8/6w++OZ4vvbi4mK1zY36LtPcqDrWXOPq6orDhw83wmi0k6GhIYYOHYqhQ4cCeJ27+9q1a7hy5QoSExORlpbGe+z+/fthb28PPz+/dzVcouIopyYhhIhgaGjILAwUFRWFW7duKeU1WE+S+bZECdEQ+d40UXZ2tuQqkawnzubm5szfNTQ0ZP6M/l5crBvNJ0+eSP57ZWZmMvO4aXtQUyaTYenSpZz258+fIzQ0VO6xfDnzNOm8/u233zhtH374oeiHEQUFBVKHpNZatmzJaWuM88XCwoLTJjSXrDzK6EOdHDx4kNk+aNAgucexgsp1Hx6I8fDhQ04b38NGc3Nz6OjocNozMjIkj0Mo1jWglIfTmjT3SqUqcw35n2bNmsHb2xvLli1DREQEzp8/j0WLFsHW1pb5+1u3btX6B4HkfyioSQghIo0fPx5t2rSp1VZdXY3169crpX/WNiwpW7D4qnmS2iorK+U+IRaClUfM2dmZ9/fbtWvHaXv06JGkMWgi1vv06tUryX+v27dvc9r09fV5t0hqE1dXV3h7e3Paw8PDkZmZyXtcmzZtmFvQs7KylDq+xpSSksJpGz16tOj+WOehNlGVeZA1V6elpUkq2lRVVYX09HQpw1IraWlpiI6O5rSbmJhgyJAhco91dHTktEn9bFRXV+POnTuCXgt4Pf+zzsfk5GRJ41AE6xpQSp7n3NxcKcPRKKy/e25uLq1mVSE2NjYICAhAVFQUsyp9cXExzp8/3wgjI6qIgpqEECKSrq4uFixYwGlPSEjAhQsXJPfPWq2Ql5cnur+kpCQpw9Eqly5dEn3sy5cvOdt1gdfBIT5du3bltF2+fFn0GDSVvb09mjVrxmln5W1TBOu97tSpk1YW9mCZNWsWZ9VSRUUFduzYwXuMgYEBOnTowGlvrPOatepKKtZ8zAqECFFRUYHr169LHZJac3Nz47RlZGQgOzv7nY6jY8eOnMJAz58/lxTQSk5O1prCY5WVlVi2bBmzOMrYsWPrrWTO+j6UOsffvHmT+VCY9Vo1evbsyWlLSEiQNA5FsK4B3055pIji4mL897//lTokjeHi4sJZCVtWVqb1czDQMN+VUhgYGGD58uXMh03Xrl1rhBERVURBTUIIkcDb2xtdunThtK9fv17Sqg4AzHx1YleklZaW4vfff5c0Hm1y8uRJ0cfGxMRwcnfp6emhc+fOvMcMHDiQ03bt2jU8ffpU9Dg0FSvwERERIbq/8vJyREZGctrl3exqGycnJ/zjH//gtB8/flzuas0BAwZw2s6dO6fMoQnGClBLXZXDytFnZGQkqq+oqCitKyRTl6OjI+zs7DjtrBV/DcnAwAAdO3bktEv5Xjhx4oSUIamVb775Bjdu3OC0m5qaYubMmfUez5rj7969y1tJXQjW+29ubo62bdvyHtOrVy9O2/Xr19/ZimplXgOeP3+eKnC/xcTEBD169OC0nz17thFGo1oa4rtSKplMBh8fH0672CA/0TwU1CSEEIkWLVrEabt9+zZOnz4tqV/WTdW1a9dQVlamcF/h4eFaV6RAirt37yI2Nlbh46qrqxEWFsZp9/Lykrs6pXv37pyb+fLycuzatUvhMWg61lboO3fuiA7aHz9+nJlLi3UBrc0+/fRTzgqOV69eyc2tOWrUKMhktS81U1JSmLkoGxprK+eLFy8k9cn6TIvZ4llZWYm9e/dKGoumYG3f3717t+S8ucoYx/Hjx0X9fXNyciQ9eFEXFRUVWLp0KW8uzQULFsDS0rLefjw8PJi5LsV+RvLz85nvP+u75G0DBw5k5rvetm2bqHEoinUNePHiRYX7qa6upvmFgfUZP3jwoKQdUZqgIb4rlYGV65gC9aQGBTUJIUSiXr16MQtD7N69W1K/Tk5OnC1wpaWlzFVl8mRmZuK7776TNBZtFBwcrPCF3KFDh3Dz5k1O+0cffST3OJlMxqzieODAASQmJio0Bk3n4+MDa2trTvvq1asVLqJQUFDAzIHr4uJCKzXrcHZ2hpeXF6f9xIkTvMUzWrVqxTxm5cqV73yFhZGREWc+LSkpYVZnFoq1kio+Pl7hfnbt2sXMz6mNJk2aBENDw1ptOTk5WL169Tsdx6hRozjjKC0txZo1axTuKzg4WOO3nl+9ehVjx47FkSNHmD8fNmwYPv74Y0F9GRkZYdy4cZz2EydOiEqjs27dOubn3NfXV+5xhoaGzN85d+4cjh07pvA4FMXa3REdHa3wnLV3716tz9fLMmLECM4c/uLFCyxZskRSUU51x3qgoAo53lmFvpo3b94IIyGqiIKahBCiBAsXLuSsSJK6MlJfX59ZJXTDhg3Iz88X1Edubi4+/fRTWqUpQkZGBubOnSt4201CQgJWrlzJae/UqRN69+5d7/GTJk3ibIWrqKjA7NmzlZI3KCcnBz///LPkfhqbnp4e8+Y4PT0dS5YsEZz24cWLF5g1axZzlebUqVMljlIzzZo1i9NWWVkpd7XmokWLONvZHj16hBkzZiileNnt27cFb09m5btk5b8VirV9cffu3cxt6XwiIyPpodNbrK2tMW3aNE77wYMHsX79eskrcyoqKhARESE3bQLweqv0hx9+yGk/deqU3PO9rs2bN+PXX39VeJzqoKSkBCdOnICvry8mT57MWwjJ09NT4WDw5MmTOQ8hqqurMX/+fIUqoe/btw9Hjx7ltL///vv4+9//LmgcrCDPV199JSktgpC5b+DAgZz3oLi4WKH3Mjo6WmnFKzWNgYEBFi5cyGmPj4/H0qVLJa8Or6qqwm+//cZ80K3Kmjdvzjnni4uLce/ePVH9nTlzBj/99JOk1Z6FhYXM1dby0joR7UJBTUIIUQInJyeMGjVK6f2yVis8efIEfn5+ePDggdxjz507hwkTJry50ai76oSwvf0+xcfHw9fXF3/++Sfv71dVVSEsLAyBgYGcAKiuri5WrVolKPG6np4e1q5dy7mJKSoqgq+vLzZt2oSioiKF/i/l5eWIi4vDwoUL4eXlhX379il0vKqaNm0a2rdvz2mPiIjA/Pnz6w36Z2Zmwt/fnxks7t+/P0aMGKG0sWqSjh07MvO/njx5knc+atOmDTNFR0pKCkaNGoVjx44pnK+rsLAQx48fx5QpU/DBBx8ILszWqVMnTtvu3btRXl6u0OvXGDx4MKctKysLM2bMqDcf7suXL7F161YsXLjwzQrjuoUrtNWMGTPg4uLCad+5cyf8/PxErTpLT0/H1q1bMWjQICxevFhQvuL58+fDxsaG075582Z88cUXch8WFhcXIygoqFYAVJW/g1NTU5GcnMz8d/XqVVy8eBGnT5/Gnj178OWXX2L8+PFwd3fHZ599Jnc3wbhx4xAaGqpw0TV7e3vMnj2b056Tk4N//vOf9RYOKi8vx+bNmxEcHMz5mZGREb7++mtB47CwsMC3337L7H/evHkICQkR/NC4qqoKly5dQkBAAHNOZL02a44JDw9HcHCw3KDbs2fPsH79esybN+/N/KrK519jGTNmDPM9Pn78OD788ENRO2UyMzMRFhYGHx8fzJw5k7nCUNWxUh+EhoaKeqj0+PFjrFixAgMGDMC6desU3pXw6NEjBAQEcHZ36Onp1ZtCgmgP3cYeACGEaIp58+YhMjJS9A0yS79+/dCrVy/OhVV6ejpGjBgBb29v9O3bFy1atIBMJkN+fj5SU1MRGxtba9WEoaEhFi9ejBUrVihtbJrKxcUFpqamiImJAfB6JdfIkSPRp08fDBgwADY2NjAyMsKTJ0+QkpKCqKgo3q0506ZNY14c8nF1dcWqVasQFBRUa8VhZWUltm/fjr1798LHxwc9e/aEi4sLrKysYGpqiqqqqjdbaR88eIC0tDSkpKQgISFBI7c96uvrIyQkBOPHj+d83n799VdcvnwZH3zwAYYMGQJ7e3uYmZmhoKAA9+/fR1RUFCIiIpirBiwtLZk3weR/Zs2ahfPnz9dqq6ysxLZt27Bu3TrmMX5+frh79y4OHz5cq72wsBBBQUHYsGEDhg0bhu7du8PJyQlmZmYwNTVFWVkZnj17hoKCAty9exfp6elITk7GtWvXRG0P9Pb25myPTUxMxMiRIzFy5Eg4OzvDzMyM82ABeF3Epm4OzT59+sDNzY2z2vPq1asYNmwYPvroIwwcOBAODg4wNDREUVERsrKyEBcXh+PHjyMrK+vNMQYGBpgyZQp++OEHhf9fmkZPTw/btm3DRx99xJlbExMT8cEHH6BHjx7o378/unXrBjs7O/ztb3+Dvr4+nj17hpKSEuTk5CAtLQ1paWm4dOmSqMCCsbExVqxYgYCAAM4K8PDwcJw5cwZDhgyBu7s73nvvPVRXVyM3Nxe///47zp07V2vFro2NDby9vbFnzx5xb0oDYwUQpbC2tkZQUJCkB0TTp09HfHw85+FTVlYWfH19MXjwYAwfPhydO3eGtbU1Xr58icePHyM+Ph5HjhzhfdDyxRdfoFWrVoLHMXjwYPj7+3PyZVdVVWHXrl04fPgwfHx84Onpifbt28PS0hIGBgYoKSnBkydPcPv2bSQnJyMmJuZNYIZVhIhlzpw5iImJ4XzP/fjjjzh79iyGDx+OLl26wMLCAqWlpcjNzcWVK1cQGxtb6yGou7s7WrRooVUFq4Ras2YNfH19OQ9L0tLS4Ovriw4dOmDw4MHo3r07Wrdujb/97W8wNDREaWnpm79xeno60tLSkJiYyLtiWZ14e3tz8pSfOnUK9+/fx7Bhw+Do6AhTU1Po6nJDSR07dmQ+xCgsLMTu3buxe/du2NnZoU+fPujUqRM6dOgAa2vrN+/rixcvkJubi/T0dMTGxuL06dPM+6rAwEBmzluinSioSQghSmJjY4PJkycr9aZFR0cHq1evxpgxYziVcSsqKnDq1CmcOnVKbh+6urrYuHGj6Kq82ig4OBgTJ058c1NUUVGBuLg4xMXFCe7D29sb8+bNU/i1x4wZAwBYtmwZZwXbixcvcOzYsXeSz0vVOTk5ISQkBAsWLODk0iwoKEBYWBizaBMfY2NjbN++Hc2aNVP2UDWKi4sL+vfvz/ksnD59GjNnzoSDgwPzuBUrVkBXVxf/+c9/OD/Lzc3F3r17G7yYhaenJxwcHHD//v1a7Q8ePKh3C/i+ffvg7u7OaV++fDkmTZrEeXhQWFiIHTt2YMeOHfWOS0dHBytXrtTqPG51NW/eHPv378e0adOYK+WvXr2Kq1evNvg4PD09ERQUxFytV1JSgqNHjzK3N7/N0NAQW7ZsEVV8Tt1YW1tjypQpmDJlitzieELIZDJs2bIFvr6+nM9sdXU1zp49q3C16n/9618YP368wmNZtGgRCgsLmX/rwsJC/PLLL/jll18U7rc+7dq1w9y5cxESEsL52aNHjwQVE3R0dMTmzZtF5YPVBiYmJggLC8PMmTOZ6UhSU1ORmpraCCNrPKNGjcKWLVtQUFBQq/327dv1rpSPiYnhFL6s66+//sKhQ4dEj8/DwwOBgYGijyeah7afE0KIEgUGBsLU1FSpfbZq1Qp79uwR9UTSxMQEoaGhzC2jhJ+5uTn27dvH3OIsxMSJE7Fx40ZOnlWhxowZgwMHDqB169aijufDWoGmzry9vbFz507JT+vt7Ozw888/U3EggVirumpWa/KRyWRYvnw5goODmdVVpRB6XstkMqxfvx5NmzZV2ms7Oztjw4YNovvU09PDqlWrmJV4tZ2dnR0OHz6MkSNHKr1vRbb6T506FStXrhQ1f5qZmWHXrl3M7fSawsrKCqNHj0ZoaCh+++03BAYGSg5o1mjWrBl++uknQXmp5dHV1cWSJUvw2WefiTq+SZMm+Pbbb/H555+/8+/RgIAA0QEcNzc37Nu3j1k5mvyPhYUF9u3bh6lTp4q+buPDWs2o6kxMTLBmzRqVTIkyfPhw7Ny5Uy3fV9JwKKhJCCFKZG5ujoCAAKX326VLFxw6dIhZOIjPoEGDEBERwazMTurXvHlzHDp0CP7+/jAwMBB0jL29PbZu3YoVK1ZIvhjs2rUrTp06hc8//1xShUeZTIaePXti1apVzFVy6q5v3744ffo0xo4dq/BFrqGhIfz9/REREQFnZ+cGGqHmcXV1haenJ6c9MjKy3mIC48aNQ3R0NKZMmSJp9XjTpk3h4+ODHTt2YMmSJYKP69ixI44cOQJXV1fRr13XwIEDcfDgQTg6Oip0XIcOHfDzzz+LWjmmLUxNTRESEoL9+/cL3rLLx8bGBtOnT0dkZKTCQcYJEyYgPDxc8Bh0dHQwZMgQREREoGfPnmKGqxKaNGkCQ0NDmJubo1WrVnBzc4O3tzcCAwOxZs0aREVFISEhAWvXroWXl5fCuTOFsLS0xJ49e/D111/D2tpa4ePd3d1x5MgRpRSAq/m+GDJkiOjgV7du3eDn56fQMf/3f/+HTZs21bsCroaJiQkWLFiAAwcOwMrKSswwtY6+vj6WLFmCY8eOYdCgQZKCm1ZWVvD19UV4eLja5n3s378/9u/fzylgqShPT09MnjwZtra2kvpxcHDAjh07sGHDhgaZZ4h606kWWiaUEEKISkhJSUFMTAwuXbqE7Oxs5Ofno7KyEmZmZnBwcECPHj0wfPhwhW+wCb/8/HxERkYiISEBd+/eRV5eHsrKymBoaAhbW1u4uLjAy8sLAwYMaJAn269evcLFixcRExODP/74A/fv3+dsua5haWkJBwcHODs7o3fv3ujVqxfMzMyUPiZV9OjRI5w8eRJxcXFISUlBWVkZ53eMjY3RtWtXDBgwACNGjIClpaWk1wwLC8PFixdrtfn7+6Nv376S+pUiOTmZ09aiRQu0aNFCaa+Rl5fHrEJsY2OD9957T1AfJSUliImJQVxcHG7cuIGsrCxm9XodHR3Y2Nigbdu26Ny5Mzw8PNCtWzfJNzYpKSk4e/Ys7ty5g3v37qG4uBilpaXMwkV828/fVlVVhbNnz+LEiRO4evUqs7BXy5Yt4e7ujhEjRuD999+vVUTs3r17uHTpUq3fb9euHTw8PET+DzXPvXv3cObMGfz+++9ITU1FcXEx8/eaNm2K1q1bw9HREd27d0fv3r3Rrl07pYzhxo0biIyMRFJSEjIyMlBSUgJdXV2Ym5u/+Q4eOnSo0l6P/E95eTmio6MRHR2NpKQkTvEQ4HUg1tHRER4eHhg5cmSDVUjOzMxEZGQkLly4gFu3bjHzV+vo6KBly5ZwcnKCh4cH+vfvjzZt2oh+zfLycpw/fx7x8fG4ceMGnj59iqKiIujr68Pa2hpOTk7o168fhg4dqrTVstoqKysLZ86cQUJCAlJSUngLEOrp6aFVq1Zo164d3Nzc4OHhAWdnZ0EFItVFTZ7WO3fu4M8//0RpaSnvd6W87ef37t1DUlISkpOTkZqaiocPH/IW2jI0NET79u3h6uqKYcOGoVu3bkr9PxHNQkFNQgghRM1UVlYiNzcXRUVFKC8vh4GBAUxMTGBmZkY3Mv9fdXU1cnJyUFhYiPLycujr66NZs2aUM1OFlZeXIzs7G6WlpXj16hWMjIxgbGwMCwsLwaulVUVVVRXy8vLenH9GRkZ477336POpZIWFhW8eMslkMhgbG8PExAQWFhZK30ZKVE9NUagXL16gSZMmMDU1RYsWLRol1UpeXh7y8/NRVlYGfX19GBsbo1mzZlR1XEM8e/YMOTk5KCsrQ3V19Zu5xtLSUiW3aauLoqIiFBYW4vnz56isrISxsTFMTU1haWlJczgRjIKahBBCCCGEEEIIIYQQtULhb0IIIYQQQgghhBBCiFqhoCYhhBBCCCGEEEIIIUStUFCTEEIIIYQQQgghhBCiViioSQghhBBCCCGEEEIIUSsU1CSEEEIIIYQQQgghhKgVCmoSQgghhBBCCCGEEELUCgU1CSGEEEIIIYQQQgghaoWCmoQQQgghhBBCCCGEELVCQU1CCCGEEEIIIYQQQohaoaAmIYQQQgghhBBCCCFErVBQkxBCCCGEEEIIIYQQolYoqEkIIYQQQgghhBBCCFErFNQkhBBCCCGEEEIIIYSoFQpqEkIIIYQQQgghhBBC1AoFNQkhhBBCCCGEEEIIIWqFgpqEEEIIIYQQQgghhBC1QkFNQgghhBBCCCGEEEKIWqGgJiGEEEIIIYQQQgghRK38P6fmxOGNNs5aAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1400x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "sns.set_theme(\"poster\", style=\"darkgrid\", font_scale=1.2)\n",
    "plt.rcParams[\"pdf.fonttype\"] = 42\n",
    "plt.rcParams[\"ps.fonttype\"] = 42\n",
    "\n",
    "# plt.rc('font', family=\"Times New Roman\", size=30) #controls default text size\n",
    "plt.rc(\"axes\", titlesize=40)  # fontsize of the title\n",
    "plt.rc(\"axes\", labelsize=40)  # fontsize of the x and y labels\n",
    "plt.rc(\"xtick\", labelsize=40)  # fontsize of the x tick labels\n",
    "plt.rc(\"ytick\", labelsize=40)  # fontsize of the y tick labels\n",
    "plt.rc(\"legend\", fontsize=25)  # fontsize of the legend\n",
    "\n",
    "plt.figure(figsize=(14, 10))\n",
    "pq = pd.DataFrame(recall_list_data)\n",
    "pq.columns = [\"Method\", \"k\", \"R@k\"]\n",
    "\n",
    "methods = [\n",
    "    \"LLMLingua\",\n",
    "    \"BM25\",\n",
    "    \"OpenAI\",\n",
    "    \"Voageai\",\n",
    "    \"BPE-large-en v1.5\",\n",
    "    \"SBERT\",\n",
    "    \"Gzip\",\n",
    "    \"Cohere-Rerank\",\n",
    "    \"BGE-llmembeder\",\n",
    "    \"Jina\",\n",
    "    \"LongLLMLingua $r_k$ \\nw/o restrict\",\n",
    "    \"BGE-Ranker-large\",\n",
    "    \"LongLLMLingua $r_k$\",\n",
    "]\n",
    "colors = [\"4\", \"1\", \"2\", \"2\", \"2\", \"2\", \"1\", \"3\", \"3\", \"2\", \"5\", \"3\", \"5\"]\n",
    "markers = [\">\", \"^\", \"s\", \"o\", \"<\", \".\", \"*\", \">\", \"^\", \"s\", \"o\", \"<\", \".\", \"*\"]\n",
    "for m, c, ma in zip(methods, colors, markers):\n",
    "    plt.plot(\n",
    "        pq[pq[\"Method\"] == m][\"k\"],\n",
    "        pq[pq[\"Method\"] == m][\"R@k\"],\n",
    "        alpha=0.65,\n",
    "        color=f\"C{c}\",\n",
    "        #         marker=ma,\n",
    "        label=m,\n",
    "        linewidth=7,\n",
    "        markersize=5 if ma == \"*\" else 5,\n",
    "    )\n",
    "\n",
    "plt.xlabel(\"Number of Retained Documents\")\n",
    "plt.ylabel(\"Recall(%)\")\n",
    "plt.xticks([1, 5, 10, 15, 20], labels=[\"1\", \"5\", \"10\", \"15\", \"20\"])\n",
    "plt.legend(loc=\"lower right\")\n",
    "plt.tight_layout()\n",
    "# plt.savefig(\"retrieval.pdf\", dpi=1000)\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
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